Huberman Lab - The Neuroscience of Speech, Language & Music | Dr. Erich Jarvis
Episode Date: August 29, 2022My guest this episode is Dr. Erich Jarvis, PhD—Professor and the Head of the Laboratory of Neurogenetics of Language at Rockefeller University and Investigator with the Howard Hughes Medical Institu...te (HHMI). Dr. Jarvis’ research spans the molecular and genetic mechanisms of vocal communication, comparative genomics of speech and language across species and the relationship between speech, language and movement. We discuss the unique ability of humans (and certain animal species) to learn and communicate using complex language, including verbal speech production and the ability to interpret both written and spoken language. We also discuss the connections between language, singing and dance and why song may have evolved before language. Dr. Jarvis also explains some of the underlying biological and genetic components of stutter/speech disorders, non-verbal communication, why it's easiest to learn a language as a child and how individuals can learn multiple languages at any age. This episode ought to be of interest to everyone interested in the origins of human speech, language, music and culture and how newer technology, such as social media and texting, change our brains. For the full show notes, visit hubermanlab.com. Thank you to our sponsors AG1: https://athleticgreens.com/huberman LMNT: https://drinklmnt.com/hubermanlab Waking Up: https://wakingup.com/huberman Momentous: https://livemomentous.com/huberman Timestamps (00:00:00) Dr. Erich Jarvis & Vocal Communication (00:03:58) Sponsors: AG1, LMNT (00:08:01) Speech vs. Language, Is There a Difference? (00:10:55) Animal Communication, Hand Gestures & Language (00:15:25) Vocalization & Innate Language, Evolution of Modern Language (00:21:10) Humans & Songbirds, Critical Periods, Genetics, Speech Disorders (00:27:11) Innate Predisposition to Learn Language, Cultural Hybridization (00:31:34) Genes for Speech & Language (00:35:49) Learning New or Multiple Languages, Critical Periods, Phonemes (00:40:47) Sponsor: AG1 (00:42:52) Semantic vs. Effective Communication, Emotion, Singing (00:47:32) Singing, Link Between Dancing & Vocal Learning (00:52:55) Motor Theory of Vocal Learning, Dance (00:55:03) Music & Dance, Emotional Bonding, Genetic Predispositions (01:04:11) Facial Expressions & Language, Innate Expressions (01:09:35) Reading & Writing (01:15:13) Writing by Hand vs. Typing, Thoughts & Writing (01:20:58) Stutter, Neurogenetics, Overcome Stutter, Conversations (01:26:58) Modern Language Evolution: Texting, Social Media & the Future (01:36:26) Movement: The Link to Cognitive Growth (01:40:21) Comparative Genomics, Earth Biogenome Project, Genome Ark, Conservation (01:48:24) Evolution of Skin & Fur Color (01:51:22) Dr. Erich Jarvis, Zero-Cost Support, YouTube Feedback, Spotify & Apple Reviews, Momentous Supplements, AG1 (Athletic Greens), Instagram, Twitter Neural Network Newsletter, Huberman Lab Clips Disclaimer Learn more about your ad choices. Visit megaphone.fm/adchoices
Transcript
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Welcome to the Huberman Lab podcast,
where we discuss science and science-based tools
for everyday life.
I'm Andrew Huberman and I'm a professor of neurobiology
and ophthalmology at Stanford School of Medicine.
Today my guest is Dr. Eric Jarvis.
Dr. Jarvis is a professor at the Rockefeller University
in New York City and his laboratory studies
the neurobiology of vocal learning, language, speech disorders,
and remarkably the relationship between language, music,
and movement in particular dance.
His work spans from genomics,
so the very genes that make up our genome
and the genomes of other species
that speak and have language,
such as songbirds and parrots,
all the way up to neural circuits,
that is the connections in the brain and body
that govern our ability to learn and generate specific sounds
and movements coordinated with those sounds,
including hand movements,
and all the way up to cognition,
That is our ability to think in specific ways
based on what we are saying
and the way that we comprehend what other people are saying,
singing, and doing.
As you'll soon see, I was immediately transfixed
and absolutely enchanted by Dr. Jarvis' description of his work
and the ways that it impacts all the various aspects of our lives.
For instance, I learned from Dr. Jarvis
that as we read, we are generating very low levels
of motor activity in our throat.
That is, we are speaking the words that we are reading
at a level below the perception of sound
or our own perception of those words.
But if one were to put an amplifier
or to measure the firing of those muscles
in our vocal cords, we'd find that as we're reading information,
we are actually speaking that information.
And as I learned and you'll soon learn,
there's a direct link between those species in the world
that have song and movement,
which many of us would associate with dance,
and our ability to learn
learn and generate complex language.
So for people with speech disorders like stutter
or for people who are interested in multiple language learning,
bilingual, trilingual, et cetera,
and frankly for anyone who is interested
in how we communicate through words written or spoken,
I'm certain today's episode is going to be
an especially interesting and important one for you.
Dr. Jarvis's work is so pioneering
that he has been awarded, truly countless awards.
I'm not gonna take our time
to list off all the various important awards
that he's received.
But I should point out that in addition
to being a decorated professor
at the Rockefeller University,
he is also an investigator with the Howard Hughes Medical Institute,
the so-called HHMI.
And for those of you that don't know,
HHMI investigators are selected on an extremely competitive basis
that they have to re-up, that is they have to recompete
every five years, they actually receive a grade
every five years that dictates whether or not
they are no longer a Howard Hughes investigator,
or whether or not they can advance
to another five years of funding for their important research.
And indeed, Howard Hughes investigators are selected,
not just for the rigor of their work,
but for their pioneering spirit
and their ability to take on high risk, high benefit work,
which is exactly the kind of work
that Dr. Jarvis has been providing for decades now.
Again, I think today's episode is one of the more unique
and special episodes that we've had
on the Huberman Lab podcast.
I single it out because it really spans
from the basic to the applied.
And Dr. Jarvis's story is
and especially unique one in terms of how he arrived
at becoming a neurobiologist.
So for those of you,
they're interested in personal journey and personal story,
Dr. Jarvis' is truly a special and important one.
Before we begin, I'd like to emphasize
that this podcast is separate
from my teaching and research roles at Stanford.
It is, however, part of my desire and effort
to bring zero cost to consumer information
about science and science related tools
to the general public.
In keeping with that theme,
I'd like to thank the sponsors of today's podcast.
And now for my discussion with Dr. Eric Jarvis.
Eric, so great to have you here.
Thank you.
Yeah.
Very interested in learning from you about speech and language.
And even as I asked the question, I realize that a lot of people, including myself, probably
don't fully appreciate the distinction between speech and language.
Speech, I think of as the motor patterns, the production of sound that has meaning, hopefully.
And language, of course, come in various languages and varieties of ways of communicating.
But in terms of the study of speech and language and thinking about how the brain organizes speech and language, what are the similarities? What are the differences? How should we think about speech and language?
Yeah. Well, I'm glad you inviting me here and I'm also glad to get that first question, which I can consider a provocative one. The reason why, I've been struggling what is the difference with speech and language for many years and realize why am I struggling is because,
There are behavioral terms, let's call them psychologically,
psychology-developed kind of terms,
that don't actually align exactly with brain function.
And the question is there a distinction between speech and language.
And when I look at the brain of work that other people have done,
work we have done, also comparative with animal models,
like those who can imitate sounds like parrots and songbirds,
I start to see there really isn't such a sharp distinction.
So to get at what I think is going on, let me tell you how some people think of it now,
that there's a separate language module in the brain
that has all the algorithms and computations
that influence the speech pathway on how to produce sound
and the auditory pathway on how to perceive and interpret it for speech
or for sound that we call speech.
And it turns out, I don't.
think there is any good evidence for a separate language module. Instead, there is a speech
production pathway that's controlling our larynx, controlling our jaw muscles that has built
within it all the complex algorithms for spoken language. And there's the auditory pathway that
has built within it all the complex algorithms for understanding speech, not separate from a language
module. And the speech production pathway is specialized to humans.
and parrots and saumbirds,
whereas this auditory perception pathway
is more ubiquitous amongst the animal kingdom.
And this is why dogs can understand sit,
Sienti say, come here, boy, get the ball and so forth.
Dogs can understand several hundred human speech words.
Great apes, you can teach them for several thousand.
But they can't say a word.
Fascinating.
Because you've raised a number of animal species early,
on here and because I have a basically an obsession with animals since the time I was very small,
I have to ask which animals have language, which animals have modes of communication that are
sort of like language.
Yeah. I've heard whale songs. I don't know what they're saying. They sound very beautiful,
but they could be insulting each other for all I know. And they won't very well maybe.
Dolphins, birds. I mean, what do we understand about?
about modes of communication that are like language,
but might not be what would classically be called language.
Yes, right.
So modes of communication that people would define as language,
more, in a very narrow definition,
they would say production of sounds, so speech.
But what about the hands, to gesturing with the hands?
What about a bird who is doing aerial displays in the air,
communicating information through body,
language, right? Well, I'm going to go back to the brain. So what I think is going on is for
spoken language, we're using the speech pathway in all the complex algorithms there. Next to the brain
regions that are controlling spoken language are the brain regions for gesturing with the hands.
And that hand parallel pathway has also complex algorithms that we can utilize. And some species
are more advanced in these circuits, whether it's sound or gesturing with hands and some are less
advanced. Now, we humans and a few others are the most advanced for the speech sounds or the spoken
language, but a non-human primate can produce gesturing in a more advanced form than they can produce
sound. I'm not sure I got that across clearly. Just to say that humans are the most advanced
at spoken language, but not necessarily as big a difference at gestural language compared to some
of the species. Very clear and very interesting and immediately prompts the question, have there
been brain imaging or other sorts of studies evaluating neural activity in the context of
cultures and languages, at least that I associate with a lot of hand movement like Italian versus,
I don't know, maybe you could give us some examples of culture,
where language is not associated with as much overt hand movement.
Yes. So as you and I are talking here today and people who are listening but can't see us,
we're actually gesturing with our hands as we talk without knowing it or doing it unconsciously.
And if we were talking on a telephone, I would have one hand here and I'd be gesturing with the other hand without even you seeing me, right?
And so why is that? Some have argued and I would agree, but based upon
what we've seen is that there is an evolutionary relationship
between the brain pathways that control speech production and gesturing.
And the brain regions I mentioned are directly adjacent to each other.
And why is that?
I think that the brain pathways that control speech evolved out of the brain pathways
that control body movement.
All right.
And that when you talk about Italian, French, English, and so forth,
each one of those languages come with a learned set of gestures
that you can communicate with.
Now, how is that related to other animals?
Well, Coco, a gorilla, who is raised with humans for 39 years or more,
learned how to do gesture, communication,
learn how to sign language, so to speak, right?
But Coco couldn't produce those sounds.
Coco could understand them as well
by seeing somebody sign or hearing somebody produce speech.
But Coco couldn't produce it with her voice.
And so what's going on there is that a number of species, not all of them,
a number of species have motor pathways in the brain
where you can do learn gesturing, rudimentary language,
if you want it, say, with your lens,
even if it's not as advanced as humans.
But they don't have this extra brain pathways for the sound.
so they can't gesture with their voice in the way that they gesture with their hands.
I see.
One thing that I've wondered about for a very long time is whether or not primitive emotions
and primitive sounds are the early substrate of language.
And whether or not there's a bridge that we can draw between those
in terms of just the basic respiration systems associated with different extreme feelings.
Here's the way I'm imagining this might work.
When I smell something delicious,
I typically inhale more and I might say,
or something like that.
Whereas if I smell something putrid,
I typically turn away, I wince and I will exhale,
you know, or sort of kind of like turn away,
trying to not ingest those molecules or inhale those molecules.
I could imagine that these are the basic dark and light contrasts
of the language system.
And as I say that, I'm saying that from the orientation of a vision scientist who thinks
of all visual images built up in a very basic way of a hierarchical model of the ability
to see dark and light.
So I could imagine this kind of primitive to more sophisticated pyramid of sound to language.
Is this a crazy idea?
Do we have any evidence this is the way it works?
No, it's not a crazy idea.
and in fact you hit upon one of the key
distinctions in the field of research that I started out in,
which is vocal learning research.
So for vocal communication,
you have most vertebrate species vocalize,
but most of them are producing innate sounds,
that they're born with producing.
That is, babies crying, for example, or dogs barking.
And only a few species have,
have learned vocal communication, the ability to imitate sounds.
And that is what makes spoken language special.
When people think of what's special about language,
it's to learn vocalizations.
That is what's rare.
And so this distinction between innateness and learned
is more of a bigger dichotomy when it comes to vocalizations
than for other behaviors in the animal kingdom.
And when you go in the brain, you see it there as well.
And so all the things you talked about, the breathing, the grunting and so forth,
a lot of that is handled by the brainstem circuits, you know,
right around the level of your neck and below, like a reflex kind of thing.
So or even some emotional aspects of your behavior in the hypothalamus and so forth.
But for a learned behavior, learning how to speak,
learning how to play the piano,
teaching a dog to learn how to do tricks is using the four brain.
brain circuits. And what has happened is that there's a lot of four brain circuits that are
controlling learning how to move body parts in these species, but not for the vocalizations.
But in humans and in parrots and some other species, somehow we acquired circuits where the
forebrain has taken over the brain stem and now using that brainstem not only to produce the
innate behaviors or vocal behaviors, but the learned ones as well.
do we have any sense of when modern or sophisticated language evolved,
you know, thinking back to the species that we evolved from and even within Homo sapiens,
has there been an evolution of language?
Has there been a devolution of language?
Yeah.
Yeah, I would say, and to be able to answer that question,
it does come with the caveat that I think we humans overrate ourselves.
when it compared to other species.
And so it makes even scientists go astray
and trying to hypothesize
when you especially don't find fossil evidence
of language that easily
out there in terms of what happened in the past.
We, amongst the primates,
which we humans belong to,
we are the only ones that have this advanced vocal learning ability.
Now, when...
It was assumed that it was only Homo sapiens.
Then you can go back in time now based upon genomic data,
not only of us living humans,
but of the fossils that have been found for Homo sapiens,
of Neanderthals, of Denisovan individuals,
and discover that our ancestor, our human ancestors,
supposedly hybridized with these other hominid species.
and it was assumed that these other hominid species
don't learn how to imitate sounds.
I don't know of any species today
that's a vocal learner
that can have children with a non-vocal learning species.
I don't see it.
It doesn't mean it didn't exist.
And when we look at the genetic data
from these ancestral hominids,
where we can look at genes
that are involved in learn vocal communication,
they have the same sequence
as we humans do for genes that function in speech circuits.
So I think Neanderthals had spoken language.
I'm not going to say it's as advanced as what it is in humans, I don't know.
But I think it's been there for at least between 500,000 to a million years
that our ancestors had this ability and that we've been coming more and more advanced with it culturally
and possibly genetically.
But I think it's evolved sometime in the last 500,000 to a million years.
Incredible.
Maybe we could talk a little bit more about the overlap between brain circuits that control language and speech in humans and other animals.
I was weaned in the neuroscience era where birdsong and the ability of birds to learn their tutor's song was and still is a prominent field,
subfield of neuroscience.
And then, of course, neuroimaging of humans speaking and learning, etc.
and this notion of a critical period,
a time in which languages learned more easily
than it is later in life.
And the names of the different brain areas
were quite different.
One opens the textbooks.
We hear vernekees and brocas for the humans
and you look at the birds of it.
I remember, you know,
HBC.
Robust Arch striatum, area X, right?
That's right. Yeah.
But for most of our listeners,
those names won't mean a whole lot.
But in terms of homologies between areas in terms of function, what do we know?
And how similar or different are the brains, brain areas controlling speech and language
and say a songbird and a young human child?
Yeah.
So going back to the 1950s or even a little earlier,
Peter Mahler and others who got involved in neuroethology,
the study of neurobiology of behavior in a natural way, right?
You know, they start to find that behaviorally,
there are these species of birds like saum birds and parents,
and now we also know hummingbirds, just three of them,
out of the 40-something bird groups out there on the planet orders,
that they can imitate sounds like we do.
And so that was a similarity.
In other words, they had this kind of behavior
that's more similar to us than chimpanzees have with us
or than chickens have with them, right?
They're close to relatives.
And then they discovered even more similarities,
these critical periods, that if you remove a child,
this unfortunately happens where a child is feral
and is not raised with human and goes through their puberty phase of growth,
becomes hard for them to learn a language as an adult.
So there's this critical period where you learn best.
And even later on, when you're in regular society, it's hard to learn.
Well, the birds undergo these same thing.
And then it was discovered that if they become deaf,
we humans become deaf, our speech starts to deteriorate without any kind of therapy.
If a non-human primate or, you know, or let's say a chicken becomes deaf,
their vocalizations don't deteriorate, very little at least.
Well, this happens in the vocal learning birds.
So there were all these behavioral parallels that came along with a package.
And then people looked into the brain, Fernando Nadeva, my former PhD advisor,
and began to discover the area X.
you talked about, the robust nucleus of the archipelium.
And these brain pathways were not found in the species who couldn't imitate.
So there was a parallel here.
And then jumping many years later, I started to dig down into these brain circuits
to discover that these brain circuits have parallel functions with the brain circuits for humans,
even though they're by a different name like Broca's and laryngeotocortex.
And most recently, we discovered not only the actual circuitry and the connectivity are similar,
but the underlying genes that are expressed in these brain regions in a specialized way,
different from the rest of the brain, are also similar between humans and sombers and parrots.
So all the way down to the genes, and now we're finding the specific mutations are also similar,
not always identical, but similar, which indicates remarkable convergence for a so-called complex behavior
in species separated by 300 million years from a common ancestor.
And not only that, we are discovering that mutations in these genes
that cause speech deficits in humans, like in FoxP2,
if you put those same mutations or similar type of deficits
in these vocal learning birds, you get similar deficits.
So convergence of the behavior is associated with similar genetic disorders of the behavior.
Incredible.
I have to ask, do hummingbird?
birds sing or do they hummingbirds hum with their wings and sing with their syrings in a coordinated
way in a coordinated way there's some species of hummingbirds that actually will um Doug ashwar showed this that
will flap their wings and create a slapping sound with their wings that's in unison with their song
and oh and you would not know it but it sounds like a particular syllable in their songs uh even though
it's their wings and their voice at the same time. Hummingbirds are clapping to their song.
Clapping with their, they're snapping their wings together in unison with a song to make it like,
if I'm going, bat, da, da, that, that, bat that, you know, and I banged on the table, except they make it
almost sound like their voice with their wings. Incredible. Yes. I'm, and they got some of the
smallest brains around. I guess as a kid you would say, mind-blown, right? Incredible. Yes. Incredible. I love hummingbirds,
And I always feel like it's such a special thing to get in a moment to see one
because they move around so fast and they flit away so fast in these ballistic trajectories
that when you get to see one stationary for a moment or even just hovering there,
you feel like you're extracting so much from their little microcosm of life.
But now I realize they're playing music essentially.
Right, exactly.
And what's amazing about hummingbirds and I, we're going to say vocal learning species in general,
is that for whatever reason, they seem to evolve multiple complex traits.
You know, this idea that the evolving language, spoken language in particular,
comes along with a set of specializations.
Incredible.
When I was coming up in neuroscience, I learned that,
I think it was the work of Peter Marler,
that young birds learn, songbirds, learn their tutor's song,
and learn it quite well.
but that they could learn the song of another tutor.
In other words, they could learn a different,
and for the listeners, I'm doing air quotes here,
a different language, a different bird song,
different than their own species song,
but never as well as they could learn
their own natural genetically linked song.
Genetically linked, meaning that it would be like me
being raised in a different culture
and that I would learn the other language,
but not as well as I would have learned English.
this is the idea.
Yes.
Is that true?
That is true.
Yes.
And that's what I learned growing up as well and talk to Peter Mahler himself about before he passed.
He used to call it the innate predisposition to learn.
All right.
So which would be kind of the equivalent in the linguistic community of universal grammar.
There is something genetically influencing our vocal communication on top of what we learned culturally.
And so there's this balance between the genetic control of speech
or a song in these birds and the learned cultural control.
And so, yes, if you were to take, you know,
I mean, in this case, we actually tried this at Rockefeller later on,
take a zebra finch and raise it with a canary,
it would sing a song that was sort of like a hybrid in between.
We call it a caninch, right?
And vice versa for the canary.
because there's something different about their vocal musculature or the circuitry in the brain.
And with a zebra finch, even with a closely related species,
if you would take a zebra finch, a young animal,
and in one cage next to it, place its own species, adult male, right?
And in the other cage, place a Bengalis finch next to it.
It would preferably learn the song from its own species neighbor.
But if you remove its neighbor, it would learn that Bengalis finch very well.
Fantastic.
So it has something to do with also the social bonding with your own species.
Incredible.
That raises a question that based on something I also heard, but don't have any scientific,
peer-reviewed publication to point to, which is this idea of pigeon, not the bird,
but this idea of when multiple cultures and languages converge in a given geographic area,
that the children of all the different native languages will come up with their own language.
I think this was in island culture, maybe in Hawaii, called Pigeon,
which is sort of a hybrid of the various languages that their parents speak at home
and that they themselves speak,
and that somehow Pigeon, again, not the bird,
but a language called Pigeon for reasons I don't know,
harbors certain basic elements of all language.
Is that true? Is that not true?
I haven't studied enough myself in terms of Pigeon specifically,
but in terms of cultural evolution of language and hybridization between different cultures and so forth,
even amongst birds with different dialects and you bring them together.
What is going on here is cultural evolution remarkably tracks genetic evolution.
So if you bring people from two separate populations together that have been in their separate populations
evolutionarily, at least, for hundreds of generations.
So someone's speaking Chinese, someone speaking English.
And that child then's learning from both of them.
Yes, that child's going to be able to pick up and merge phonemes and words together
in a way that an adult would it.
Because why they're experiencing both languages at the same time
during their critical period years in a way that,
adults would not be able to experience.
And so you get a hybrid.
And the lowest common denominator is going to be what they share.
And so the phonemes that they've retained in each of their languages
is what's going to be, I imagine, use the most.
Interesting.
So we've got brain circuits in songbirds and in humans
that in many ways are similar, perhaps not in their exact wiring,
but in their basic contour of wiring.
and genes that are expressed in both sets of neural circuits in very distinct species that are responsible for these phenomena we're calling speech and language.
What sorts of things are those genes controlling?
I could imagine they were controlling the wiring of connections between brain areas, you know, essentially a map of a circuit,
basically like an engineer which is on a circuit for speech and language, nature designed for speech and language.
but presumably other things too,
like the ability to connect
motor patterns within the throat
of muscles within the throat,
when the control of the tongue.
I mean, what are these genes doing?
You're pretty good.
Yeah, you've made some very good guesses there
that makes sense.
So, yes, one of the things that differ
in the speech pathways of us
and these song pathways of birds
is some of the connections
are fundamentally different
than the surrounding circuits.
like a direct cortical connection
from the areas that control vocalizations
in the cortex to the motor neurons
that control the larynx in humans
or the serings and birds.
And so we actually made a prediction
that since some of these connections differ,
we're going to find genes that control neuroconnectivity
and that specialize in that function that differ.
And that's exactly what we found.
The genes that control what we call
axon guidance and form incident connections.
And what was interesting,
was sort of in the opposite direction that we expected.
That is, some of these genes, actually a number of them
that control neuroconnectivity were turned off in the speech circuit.
All right.
And it didn't make sense to us at first,
and so we started to realize the function of these genes
are to repel connections from forming.
So repulsive molecules.
And so when you turn them off,
they allow certain connections to form that normally would have not formed.
So by turning it off,
you got to gain a function for speech.
Other genes that surprised us
were genes involved in calcium buffering, neural protection,
like a parvalvamine or a heat shock protein.
So when your brain gets hot, these proteins turn on.
And we couldn't figure out for a long time,
why is that the case?
And then the idea popped to me one day and said,
ah, when I heard the larynx is the fastest firing muscles in the body.
All right?
in order to vibrate sound and modulate sound in the way we do,
you have to control, you have to move those muscles,
you know, three to four to five times faster than just regular walking or running.
And so when you stick electrodes in the brain areas that control learned vocalizations
in these birds and I think in humans as well,
those neurons are firing at a higher rate to control these muscles.
And so what is that going to do?
you're going to have lots of toxicity in those neurons
unless you upregulate molecules
that take out the extra load
that is needed to control the larynx.
And then finally, a third set of genes
that are specialized in these speed circuit
are involved in neuroplasticity.
Neuroplasticity, meaning
allowing the brain circuits to be more flexible
so you can learn better.
And why is that?
I think learning how to produce speech
is a more complex learning ability than, say, learning how to walk
or learning how to do tricks and jumps and so forth that dogs do.
Yeah, it's interesting, as you say that,
because I realize that many aspects of speech are sort of reflexive.
I'm not thinking about each word I'm going to say.
They just sort of roll out of my mouth.
Hopefully with some forethought,
we both know people that seem to speak, think less,
fewer synapses between their brain and their mouth than others, right?
A lot of examples out there.
And some people are very deliberate in their speech.
But nonetheless, that much of speech has to be precise.
And some of it less precise.
In terms of plasticity of speech and the ability to learn multiple languages,
but even just one language, what's going on in the critical period, the so-called critical period?
Why is it that, so my niece speaks Spanish, she's Guatemalan speaks Spanish and English incredibly well.
She's 14 years old.
I've struggled with Spanish my whole life.
My father is bilingual.
My mother is not.
I've tried to learn Spanish as an adult.
It's really challenging.
I'm told that had I learned it when I was eight, I would be better off.
That's right.
Or it would be installed within me.
So the first question is, is it easier to learn multiple languages
without an accent early in life?
And if so, why?
And then the second question is,
if one can already speak more than one language
as a consequence of childhood learning,
is it easier to acquire new languages later on?
So the answer to both of those questions is yes.
But to explain this, I need to let you know, actually the entire brain
is undergoing a critical period development, not just the speech pathways.
And so it's easier to learn how to play a piano.
It's easier to learn how to ride a bike for the first time and so forth as a young child
than it is later in life.
What I mean easier in terms of when you start from,
you start from first principles of learning something.
So the very first time if you're going to learn Chinese as a child
versus the very first time you learn Chinese as an adult
or learning play piano as a child versus an adult.
But the speech pathways, or let's say speech behavior,
I think has a stronger critical period change to it
than other circuits.
and what's going on there in general.
Why do you need a critical period
to make you more stable,
to make you more stubborn, so to speak?
The reason I believe is that the brain is not,
brain can only hold so much information.
And if you are undergoing rapid learning
to acquire new knowledge, you also have to
you know, dump stuff. Put memory or information in the trash, like in a computer. You only have
so many gigabytes of memory. And so therefore, plus also for survival, you don't want to keep
forgetting things. And so the brain is designed, I believe, to undergo this critical period
and solidify the circuits with what you learned as a child and you use that for the rest of your
life. And we humans
stay even more plastic
in our brain functions controlled by
a gene called SRGAP2.
We have an extra copy of it that leads
our speech circuit in other brain regions in a
more immature state throughout life
compared to other animals. So we're
more immature. We're still juvenile
like compared to other animals. I knew it.
But we still go through to critical
periods like they all do.
And now, the question you asked about
if you learn more
languages as a child, is it easier to learn as an adult? And that's a common finding out there in
the literature. There's some that argue against it. But for those that support it, the idea there is
you are born with a set of innate sounds you can produce a phonemes, and you narrow that down
because not all languages use all of them. And so you narrow down the ones you use to string the phonems
together in the words that you learn, and you maintain those phonemes as a
an adult. And here comes along another language that's using those phonemes or in different
combinations you're not used to. And therefore, it's like starting from first principles. But if you
already have them in multiple languages that you're using, then it makes it easier to use them in
another third or fourth language. I see. Incredible. So it's not like your brain has
maintained greater plasticity. Your brain has maintained greater ability to produce different
sounds that then allows you to learn another language faster.
Got it.
Are the hand gestures associated with sounds or with meanings of words?
I think the hand gestures are associated with both the sounds and the meaning.
When I say sound like if you are really angry, right, and you are making a loud, screaming
noise, right?
You may make hand gestures that look like you're going to beat the wall, right?
because you're making loud sounds and loud gestures.
All right.
But if you want to explain something like,
come over here, what I just do now to you,
for those who can't see me,
I swung my hand towards you and swung it here to me.
That has a meaning to it to come here.
So just like with the voice, the hand gestures are producing both,
you know, both qualities of sounds.
And for people that speak multiple languages,
especially those that learn those multiple languages early in development.
Do they switch their patterns of motor movements according to, let's say, going from Italian to Arabic
or from Arabic to French in a way that matches the precision of language that they're speaking?
You know what? You just asked me a question. I don't know the answer to.
I would imagine that would make sense because of switching in terms of sometimes people might call this code.
switching, even different dialects of the same language. Could you do that with your gestures?
I imagine so, but I really don't know if that's true or not.
I certainly don't know from my own experience because I only speak one language.
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To go a little bit into the abstract, but not too far, what about modes of speech and
language that seem to have a depth of emotionality and meaning but for which it departs from
structured language?
Here's what I mean.
Poetry.
I think of musicians.
Like, there are some Bob Dylan songs that to me, I understand the individual words.
I like to think there's an emotion.
associated with it, at least I experienced some sort of emotion and I have a guess about what
he was experiencing. But if I were to just read it linearly without the music and without him singing
it or somebody singing it like him, it wouldn't hold any meaning. So in other words,
words that seem to have meaning but not associated with language but somehow tap into an
emotionality. Yep, absolutely. So we call this difference semantic communication.
communication with meaning and effective communication,
communication that has more of an emotional feeling content to it,
but not with the semantics.
And the two can be mixed up, like with singing words that have meaning,
but also have this effective, emotional,
you just love the sound of the singer that you're hearing.
And initially, you know, psychologist, scientists in general thought,
that these were going to be controlled by different brain circuits.
And it is the case.
There are emotional brain centers in a hypothalamus in the singulate cortex and so forth
that do give tone to the sounds.
But I believe, you know, based upon imaging work and work we see in birds,
when birds are communicating semantic information in their sounds,
which is not too often, but it happens, versus effective communication,
and sing because I'm trying to attract the mate,
my courtship song, or defend my territory.
It's the same brain circuits.
It's the same speech-like or song circuits
are being used in different ways.
A friend of mine who's also a therapist said to me,
you know, it's possible to say,
I love you with intense hatred
and to say, I hate you with intense love.
Right.
And reminding me that it's possible
to hear both of those statements in either way.
So I guess it's not just limited to song,
or poetry, it also, there's something about the intention and the emotional context in which
something's spoken that it can heavily shape the way that we interpret what we hear.
That's right. And I consider all of that actually meaning, even though I defined it as,
as people commonly do semantic and effective communication, effective communication to say,
I hate you, but meant love, right, is, does have been.
emotional meaning to it.
And so, you know, one's more like an object kind of meaning or an abstract kind of meaning.
There's several other points here, I think it's important for those listening out there to hear
is that when I say also this effective and semantic communication being used by similar brain
circuits, it also matters the side of the brain. In birds and in humans, there's left-right
dominance for learned communication, learned sound communication. So the left in us humans is more
dominant for speech. But the right has a more balance for singing or processing musical sounds
as opposed to processing speech. Both get used for both reasons. And so when people say your right
brain is your artistic brain and your left brain is your thinking brain, this is what they're
referring to. And so that's another distinction. The second thing that's useful to know is that all
vocal learning species use their learned sounds for this emotional, effective kind of communication,
but only a few of them, like humans and some parrots and dolphins, use it for the semantic kind of
communication calling speech. And that has led a number of people to hypothesize that the evolution
of spoken language of speech evolved first for singing for this more like emotional kind of
made attraction like the Jennifer Lopez the Ricky Martin kind of songs and so forth and then later on
it became used for abstract communication like we're doing now.
Interesting. Well, that's a perfect segue for me to be able to ask you about your background
and motor control not only of the hands but of the body.
body. So you have a number of important distinctions to your name, but one of them is that you were a
member of the Alvinalee Dance School. School of Dance. So you're an accomplished and quite able
dancer, right? Tell us a little bit about your background in the world of dance and as how it
informs your interest in neuroscience, excuse me, and perhaps even how it relates specifically to your work
on speech and language.
Yes.
Well, it's interesting.
And this kind of history even goes before my time.
So in my family, my mother and father's side,
they both went to the high school of music and art here in New York City.
And particularly my mother's family, going back multiple generations,
there were singers.
And I even did my family genealogy and found out not only, you know,
we have some relationships to some well-known singers,
distant relationships like Philonious Monk,
but going back to the plantations in the North
North Carolina and so forth.
My ancestors were singers in the church for the towns and so forth.
And this somehow got passed on multiple generations to my family.
And I thought I was going to grow up and be a famous singer, right?
And me and my brothers and sister formed a band when we were kids and so forth.
But it turned out that I didn't inherit the singing talents of some of my other family members,
even though, you know, it was, you know, okay, you know.
not like my brother, not like my mother or my aunts and my cousin Putafay, who's now a talented Native American singer.
And so that then influenced me to do other things.
And I started, you know, competing in dance contests.
You know, actually, this is around the time of Saturday Night Fever and I was as a teenager.
And I started winning dance contest and I thought, oh, I can dance.
and I auditioned for the high school of performing arts
and I got in here in New York City
and got into ballet dance and got in, right,
and thought if I learned ballet, I can learn everything else.
It was that idea if you learn something classical,
it can teach you for everything else.
And I was, yeah, at Alvinalee dance school,
Jaffrey Ballet Dance School,
and at the end of my senior concert,
I had this opportunity to audition for the Alvinalee Dance Company
and I had an opportunity to go to college.
And I also fell in love with another passion that my father had, which was science.
And so I liked science in high school,
and I found an overlap also between the arts and sciences.
You know, both required creativity, hard work, discipline, new discovery, both weren't boring to me.
And the one decision I made at that senior dance concert was, you know,
in talking to the Alvinaleigh recruiter and thinking about it,
I have to make a decision.
And I thought something my mother taught me,
because she was grown up in the 1960s cultural revolution,
do something that has a positive impact on society.
And I thought I can do that better as a dancer than a scientist.
So now jump.
I get into college, undergraduate school,
I major in molecular biology and mathematics.
I decide I want to be a biologist.
Got into graduate school, wanted to study the brain at the Rockefeller University.
so I went from Hunter College to Rockefeller University.
And so now I got to the brain.
And why did I choose the brain is because it controls dancing.
But I didn't, there wasn't anybody studying dancing.
And I wanted to study the brain, something that it does that's really interesting and complex.
And I thought, ah, language is what it does.
You couldn't study that in mice.
You couldn't study non-human primates.
But these birds do this wonderful thing that Fernando and Audubon was studying at Rockefeller.
And so that's what got me into the.
the birds. And then jumping now 15 years later, you know, yeah, that's right, even after I'm into
now having my own labs studying vocal learning in these birds as a model for language in humans,
it turns out that, you know, Annie Patel and, you know, others have discovered that only vocal
learning species can learn how to dance. Is that right? That's right. Yes.
So I've seen these, I'm just scrolling through the files here in my mind.
I think about everyone's in a while someone was, I loved parrots.
Everyone's a while someone will send me one of these little Instagram or Twitter videos
of a parrot doing what looks to me like dance.
Typically it's a cockatoo.
That's right.
Right.
Even foot stomping to the sound.
A famous one called Snowball out there.
But there are many snowballs out there.
All the dancing birds are named Snowball.
That's interesting tactic.
So only animals with language dance.
Yeah, vocal learning in particular, the ability to imitate sounds.
Yes.
Incredible.
Yes.
And this now is bringing my life full circle.
Right?
And so when that was discovered in 2009, at that same time, in my lab at Duke,
we had discovered that vocal learning brain pathways in songbirds as well as in humans,
and parrots, like Snowball, are embedded within circuits
that control learning how to move.
And that led us to a theory called the brain pathway
or motor theory of vocal learning origin,
where the brain pathways for vocal learning in speech
evolved by a whole duplication of the surrounding motor circuits
involving learning how to move.
Now, how does that explain dance, right?
Well, when Snowball, the cockatoos are
dancing, they're using the brain regions around their speech-like circuits to do this dancing
behavior. And so what's going on there? What we hypothesize and now like to test is that
when this, when speech evolved in humans and the equivalent behavior in parrots and songbirds,
it required a very tight integration in the brain regions that can hear sound with the brain
regions that control your muscles from moving your larynx and tongue and so forth for producing sound.
And that type auditory motor integration, we argued then contaminated the surrounding brain
regions. And that contamination of the surrounding brain regions now allows us humans,
in particular, in parrots, to coordinate our muscle movements of the rest of the body with sound
in the same way we do for speech sounds. So we're speaking with our bodies when we do.
dance. Incredible. And I have to say that as poor as I am at speaking multiple languages, I'm even
worse at dancing. But I guarantee you're better than a monkey. But not snowball to cockatoo.
Maybe not snowball. On YouTube, we have a video where there's some scientists dancing with
snowball and you'll see snowball is doing better than some of the scientists. Okay, well, as long as I'm
not the worst of all scientists at dancing, there's always neuroplasticity, may it save me someday.
You said something incredible that I completely believe, even though I have minimum to, let's just say minimum dancing ability.
I can get by at a party or wedding without complete embarrassment, but I don't have any structured training.
So the body clearly can communicate with movement.
As a trained dancer and knowing other trained dancers, I always think of,
dance and bodily movement and communication through bodily movement as a form of wordlessness,
like a state of wordlessness. In fact, the few times when I think that maybe I'm actually
dancing modestly well for the context that I'm in, where I see other people dancing,
they seem to just be very much in the movement, it's almost like a state of non-language,
non-spoken language. And yet what you're telling me is that there's a direct bridge at some level
between the movement of the body and language.
So is there a language of the body
that is distinct from the language of speech?
And if so or if not,
how do those map onto one another?
What does that Venn diagram look like?
Yeah, yeah.
So let me define first dance in this context
of vocal learning species.
This is the kind of dancing that we are specialized in doing
and the vocal learning species
is specialized in doing,
is synchronizing body movements of muscles
to the rhythmic beat of music.
And for some reason, we like doing that.
We like synchronizing to sound
and doing it together as a group of people.
And that kind of communication amongst ourselves
is more like the effective kind of communication
I mentioned earlier, unlike the semantikine.
So we humans are using our voices
more for the semantic abstract communication,
but we're using learned dance
for the effective emotional bonding kind of communication.
It doesn't mean we can't communicate semantic information in dance,
and we do it.
But it's not as popular.
You know, like a ballet in the Nutcracker,
it is popular, you know, where they are communicating,
you know, the Arabian guy comes out,
which I was the Arabian guy in the ballet Nuckraker,
Cracker, that's how you remember. Yeah, for the Westchester Ballet Company when I was a teenager.
You know, we're trying to communicate meeting in our ballet dance and it can go on with a whole
story and so forth. But people don't interpret that as clearly as speech. You know, they're seeing
the ballet with semantic communication with a lot of emotional content. Whereas you go out to a
club, you know, yeah, you're not communicating, okay, how are you feeling today? Tell me about
your day and so forth, you're trying to synchronize with other people in an effective way.
And I think that's because the dance brain circuit inherited the more ancient part of the speech
circuit, which was for singing.
I always had the feeling that with certain forms of music, in particular opera, but any kind
of music where there are some long notes sung, that at some level,
there was a literal resonance created between the singer and the listener.
That, or I think of like the deep voice of a Johnny Cash or where at some level you can almost feel the voice in your own body.
And in theory, that could be the vibration of the or the firing of the frenic nerve controlling the diaphragm for all I know.
Is there any evidence that there's a coordination between performer and audience at the level of mind,
and body?
I'm going to say
possibly yes.
And the reason why is because I just came back
from a conference on the neurobiology of dance.
Clearly I'm going to the wrong meetings.
Vision science can be so boring.
Yes.
One of my colleagues, Ticcumse Fitch and Jonathan Fritz,
they organized a particular section
on this conference in Virginia.
And this is the first time I was in the room.
with so many neuroscientists studying the neurobiology of dance.
It's a new field now in the last five years.
And there was one lab where they were putting eG electrodes on the dancers,
on two different dancers partnering with each other,
as well as the audience, you know, seeing the dance.
And some, you know, argued, okay, if you're listening to the music as well,
how you're responding.
because you're asking a question about music,
and I'm giving you an answer about dance.
And what they found is that, you know,
the dancers, when they resonated with each other during the dance,
are the audience listening to the dancers and the music.
There are some resonance going on there
that they score as higher resonance.
Their brain activity with these wireless eG signals
are showing something different.
And so that's why I say possibly,
it needs more rigorous study.
and this is some stuff they publish
but it's not prime time yet
but they're trying to figure this out
I love it so at least
if I can't dance well
maybe I can hear and feel what it is
to dance in a certain way
that's right
and this will be some people
will think that they even songs
that they hear
and they can almost sing to themselves
in their own head
and they know what they wanted to sound like
and you know when it really sounds good
what it sounds like
but they can't get their voice to do it.
For those listening, I'm raising my hand.
No musical ability.
Others in my household have tremendous musical ability
with instruments and with voice, but not me.
So this is one of my selfish goals
of trying to find the genetics of why can some people sing really well
and some not.
Is there some genetic predisposition to that?
And then can I modify my own?
Can I modify my own muscles or brain circuits to sing better?
You're still after the sing.
I guess this is what happens when siblings are very in proficiency.
Is that that competitiveness amongst brothers and sisters never goes away?
I've been trying to be as good as my brother, Mark and Victor,
you know, for the rest of my entire life.
Watch out, Mark and Victor.
He's coming for you with neuroscience to back him.
Earlier you said that you discovered that you could dance.
That caught my ear.
It sounds like you didn't actually have to,
I'm not suggesting you didn't work hard at it,
but that at the moment where you discovered it,
it just sort of was a skill that you had,
that up until that point,
you didn't target a life in the world of dance.
But the fact that you, quote, unquote, discovered
that you could dance really well
and then went to this incredible school of dance
and did well,
tells me that perhaps there is an ability
that was built up in childhood
and or that perhaps we do all,
have different genetic leanings for different motor functions.
Yeah.
Well, for me, there could be both explanations could be possible.
For the first, yeah, I grew up in its family listening to Motown songs,
you know, dancing, you know, at parties and so forth, family parties,
you know, an African-American family, basically.
And so I grew up dancing from a young child,
but this discovery, you know, maybe dancing even more so
in terms of a talent,
the genetic component, if it really exists, I don't know.
You know, with my 23M.E results, you know,
it says I have the genetic substitutions
that are associated with, you know, high-intensity athletes
and fast-twished muscles.
And who knows, maybe that could have something to do
with me being able to synchronize,
my body to rhythmic sounds, maybe, maybe better than some others.
It turns out that my genetics also show that I have a genetic substitute that
makes it hard for me to sing on pitch.
And so that does correlate with my, you know, even though I can sing on this pitch,
especially if I hear a piano or, you know, kind of playing it.
But, you know, maybe that's why my siblings, you know,
who didn't have that genetic predisposition in his 20th,
three and me results, you know, it could go along with the genetic component as well.
I'm imagining family gatherings with 23 and me data and intense arguments about it.
And Ate and learned ability.
Yes.
Fun.
Love to be an attendant.
I'm not inviting myself to your Thanksgiving dinner, by the way, but I suppose I am.
You're welcome to.
Thank you.
I'll bring my 23 and me data.
I'd love to chat a moment about facial expression because that's a form of motor pattern
that, you know, I think for most people out there,
just think about smiling and frowning,
but there are, of course, you know,
thousands, if not millions of micro expressions
and things of that sort,
many of which are subconscious.
And we are all familiar with the fact that
when what somebody says doesn't match
some specific feature of their facial expression,
that it can call, you know,
that mismatch can cue our attention,
especially among people
know each other very well.
Yeah.
Like you, somebody will say, well, you said that,
but your right eye twitch to the, you know,
a little bit in a way that tells me
that you didn't really mean that,
this, these kinds of things.
Or when, in the opposite example,
when the emotionality and the content of our speech
is matched to a facial expression,
there's something that's just so wonderful about that
because it seems like everything's aligned.
Yeah.
So how does the motor circuitry
that controls facial expression, map onto the brain circuits
that control language, speech, and even bodily and hand movements.
You ask a great question because we both know some colleagues
like Minnick-Frivolve at Rockefell University
who study facial expression and the neurobiology behind it.
And now we both share some students that were co-mentoring
and talk about this same question that you brought up.
And what I'm learning a lot is that non-human primates
have a lot of diversity in their facial expression like we humans do.
And what we know about the neurobiology of brain regions controlling those muscles of the face
is that these non-human primates and some other species that don't learn how to imitate vocalizations,
they have strong connections from the cortical regions to the motor neurons that control facial expressions.
But absent connections or weak connections to the motor neurons that control the voice.
So I think our diverse facial expression,
even though it's more diverse in these non-human primates,
there was already a pre-existing diversity of communication,
whether it's intentional or unconscious,
through facial expression in our ancestors.
And on top of that, we humans now add the voice,
along with those facial expressions.
I see.
And in terms of language learning when we're kids,
I mean, children fortunately are not told to fake their expressions or to smile when they say,
I'm happy.
So at some point, everybody learns for better or for worse, how to untangle these different
components of hand movement, body posture, speech, and facial expression.
Yes.
But in their best form, I would say, assuming that the best form is always, I guess there are
instances where, you know, for safety reasons, one might need to feign some of these
some of these aspects of language.
But in most cases, when those are aligned,
it seems like that could reflect
that all the different circuitries
are operating in parallel,
but that the ability to misalign these
is also a powerful aspect to our maturation.
I even think of theater, for instance,
where deliberate disentangling of these areas is important,
but also we know when an actor,
when it feels real.
Yep.
And when it looks like when bad acting is oftentimes when the facial expression or body posture just doesn't quite match what we're hearing.
Yeah.
So are these skills that people that learn and acquire according to adaptability and profession?
Or do you think that all children and all adults eventually learn how to couple and uncouple these circuits a little bit?
Yeah.
I think it's this similar argument I mentioned earlier about the innate and learn for the vocalizations.
And by the way, when I say we humans have facial expressions associated with our vocalizations
in a different way than primates, non-human primates, it's the learned vocalizations I'm talking about.
So there is a common view out there that facial expressions in non-human species, like non-human
primates, or you can have them in birds too, are innate.
And so they're reflexive and controlled.
I don't believe that.
I think there's some learned component to it.
And I think we have more learning component to it as well, but we also have an innate component.
And so if you try to put your hands behind your back and hold your fists or even just not
and try to speak and try to communicate, it's actually harder to do.
You have to force yourself or put it by your side.
This comes naturally.
Facial expressions comes naturally because there is an innate component.
And yes, you have to learn how to dissociate the two.
communicate something angry with your hands or with your face,
but politely with your voice.
It's very hard to separate at this two
because there is that innate component that brings them together.
So it's like an email too.
You're emailing and someone says something by email.
Someone can interpret that angrily or gently,
and it becomes ambiguous.
The facial expressions get rid of that ambiguity.
I'm so glad you brought that out because my next question was and is about written language.
The first question I'll ask is when you write, either type or write things out by hand,
do you hear the content of what you want to write in your head?
Just you personally?
Yes, I do.
Yeah, and I know that I do because I was trying to figure out a debate about this issue
and trying to resolve the debate with my own self-experimentation on me.
I asked that because a quite well-known colleague of ours, Carl Diceroth, at Stanford,
who's been on this podcast and of optogenetics fame and psychiatry fame, et cetera.
And I know him.
Yeah.
He sends his regards.
Okay.
It told me that his practice for writing and for thinking involves a quite painful process of forces.
himself to sit completely still and think in complete sentences, to force thinking in complete
sentences. And when he told me that, I decided to try this exercise. And it's quite difficult.
First of all, it's difficult for the reason that you mentioned, which is that with many thoughts,
I want to look around and I start to gesticulate with my hands. So there it is again, the connection
between language and hand movement, even if one isn't speaking. And the other part is that
that's challenging is I realize that while we write in complete sentences, most of the time,
we'll talk about how that's changing now and texting, et cetera, that we don't often think
in complete sentences and specifically in simple declarative sentences, that a lot of our
thoughts would be, if they were written out onto a page, would look pretty much like
passive language that a good copy editor or a good editor would say, oh, like we need to cross this
out, make this simple and declarative. So what I'm getting at here is what is the process of going
from a thought to language to written word? And I also wanted to touch on handwritten versus
typed, but thought to language to written word. What's going on there? What do we know about the
neural circuitry? And I was going to ask, why is it so hard? But now,
I want to ask why is this even possible?
It seems like a very challenging neurocomputational problem.
Yeah, yeah.
And coming from the linguistic world,
and even just the regular neurobiology world,
going back to something I said before
is about a separate language module in the brain.
You know, there was this thought or hypothesis
that this language module has all these complex algorithms to them,
and they're signaling to the speech circuit,
how to produce the sound,
the sounds, the hand circuit how to write them or gesture, the visual pathway on how to interpret
them from reading, and the auditory pathway for listening. I don't think that's the case, all right?
And, you know, that this thinking where there's this internal speech going on. What I think is going
on is to explain what you're asking is about that I'm going to take it from the perspective
of reading something. You read something on a paper. The signal from the paper goes,
through your eyes, it goes to the back of your brain to your visual cortical regions eventually,
and then you now got to interpret that signal in your visual pathway of what you're reading.
How are you going to do that in turn to speech? That visual signal then goes to your speech pathway
in the motor cortex in front here in Broca's area, and you silently speak what you read in your brain
without moving your muscles. Sometimes, actually, if you put electrodes, e. e.g.
EMG electrodes on your larynge
muscles, even on burge you can do this,
you'll see activity there while reading
or trying to speak silently
even though no sounds coming out.
And so your speech pathway
is now speaking what you're reading.
Now to finish it off,
that signal is sent to your auditory pathway
so you can hear what you're speaking in your own head.
That's incredible.
And this is why it's complex.
because you're using like three different pathways, the visual, the speaking motor one,
and the auditory to read. Oh, and then you got to write, right. Okay, here comes the fourth one.
Now the hand area's next to your speech pathway is got to take that auditory signal or even the
adjacent motor signals for speaking and translate it into a visual signal on paper.
So you're using at least four brain circuits, which includes the speech production.
in the speech perception pathways to write.
Incredible.
And finally explains to me why when I,
so I was weaned teaching undergraduates,
graduate students, and medical students,
and I've observed that when I'm teaching,
I have to stop speaking if I'm going to write something on the board.
I just have to stop all speaking completely.
Turns out this is an advantage to catch,
because it allows me to catch my voice.
It allows me to slow down a bit,
breathe and inhale some oxygen and so on because I tend to speak quickly if I'm not writing something out.
So there's a break in the circuitry for me.
Or at least they are distinct enough that I have to stop and then write something.
Yes, that does imply competing brain circuits for your conscious attention.
We have colleagues up at Columbia Med who are known at least in our circles for voice dictating their papers,
not writing them out, but just speaking into a voice recorder.
I've written papers that way.
It doesn't feel quite as natural for me as writing things out,
but not because I can go quickly from thought to language to typing.
I type reasonably fast.
I can touch type now.
I don't think I ever taught my, I think I taught myself.
I never took a touch type in course.
It just sort of happened now.
My motor system seems to know where the keys are with enough accuracy that it works.
This is remarkable to me that any of us can do this.
But when it comes to writing, what I've found is that if my rate of thought and my rate of writing are aligned nicely, things go well.
However, if I'm thinking much faster than I can write, that's a problem.
And certainly if I'm thinking more slowly than I want to write, that's also a problem.
And the solution for me has been to write with a pen.
I'm in love with these, and I have no relationship to the company, at least not now, although if they want to come, you know, if they want to work with us, I love these pilot V5 v7s because not necessarily because of the ink or the feel, although I like that as well, but because of the rate that it allows me to write. They write very well slowly and they write very well quickly. And so I have this theory supported only by my own anarch data, no peer reviewed study, that writing by hand,
is fundamentally different than typing out information.
Is there any evidence that this motor pathway for writing
is better or somehow different than the motor pathway for typing?
Yeah, that's interesting.
And I don't know of any studies.
I have my own personal experience as well,
but trying to put this into the context,
if I had to design an experiment to test a hypothesis here,
to explain your experience in mind is that writing by hand,
I would argue, requires a different set of less skills with the fingers than typing.
So you have to coordinate your fingers more in opposite directions and so forth with typing.
But also writing by hand requires more arm movement.
And so therefore, I would argue that the
the difficulty there could be in the types of muscles
and the fine motor control you need of those muscles
along with speaking in your brain at the same time.
So basically I'm coarse, I'm a brute,
and so it makes sense that a more primitive writing device would work.
That's right, yes.
But let me add to this in terms of my own personal experience, right?
What I find is I can write something faster by hand,
for a short period of time compared to typing.
And that is because I think I run out of the energy
in my arm movements faster than I run out of muscle energy
in my finger movements.
And I think it takes longer time for us to write words without fingers
because in terms of the speech.
So I think you're writing, whether it's by hand or typing,
and your speech,
they only will align very well if you can type as fast as you can speak or write as fast as you can speak in your head.
I love it. So what you've done, if I understand correctly, is created a bridge between thought and writing and that bridge is speech.
That bridge is speech. That's right. That's right. When you're writing something out, you're speaking it to yourself.
And if you're speaking faster than you can type, you've got a problem.
Interesting. I do a number of podcast episodes that are not with guests but solo episodes. And as listeners know, these are very long episodes, often two or more hours. And we joke around the podcast studio that I will get locked into a mode of speech where some of it is more elaborative and anecdotal. And then I'll punch out simple declarative sentences. I find it very hard to switch from one module to the next. The thing that I have done in
order to make that transition more fluid and prep for those podcast episodes is actually to read
the lyrics of songs and to sing them in my head as a way of warming up my vocal chords.
But luckily for those around me, when I do that, I'm not actually singing out loud.
And so what you're telling me supports this idea that even when we are imagining
singing or writing in our mind, we are exercising our vocal cords.
You're actually getting a little low potentials of electrical currents reaching your muscles
there, which also means you're exercising your speech brain circuits too without actually
going with the flow volume activity in the muscles.
Incredible.
And this idea of singing helps you as well.
Even with Parkinson's patients and so forth, when they want to say something, singing or listening
to music helps them move it.
better. And the idea there is that the brain circuits for singing, or let's say the function of
the brain circuits for speech, being used for singing first is the more ancestral trait. And that's
why it's easier to do things with singing sometimes than it is with speaking. I love it.
Stutter is a particularly interesting case. And one that every once in a while, I'll get questions
about this from our audience. Stutter is complicated in a number of
of ways. But culturally, in my understanding from these emails that I receive is that stutter can often
cause people to hide and speak less because it can be embarrassing. And we are often not patient
with stutter. We also have the assumption that if somebody's stuttering, that they're thinking
is slow. But it turns out there are many examples historically of people who could not speak
well, but who were brilliant thinkers. I don't know how well they could write, but they found
other modes of communication.
I realize that you're not a speech pathologist or therapist,
but what is the current neurobiological understanding
of stutter and what's being developed
in terms of treatments for stutter?
Yeah, so we actually accidentally came across stuttering
in saunbirds and we've published several papers on this.
So try to figure out the neurobiological basis.
The first study we had was a brain area called the base
the basal ganglia, the striatum part of the basal ganglia involved in coordinating movements,
learning how to make movements.
When it was damaged in the speech-like pathway in these birds, what we found is that they
started to stutter as the brain region recovered.
And unlike humans, they actually recovered after three or four months.
And why is that the case?
Because bird brains undergoes new neurogenesis in a way that,
human or mammal brains don't.
And it was the new neurons that were coming in into the circuit, but not quite, you know, with
the right proper activity was resulting in this stuttering in these birds.
And after it was repaired, not exactly the old song came back after the repair, but still
it recovered a lot better.
And it's now known, they call this neurogenics stuttering in humans, would be
damage to the basal ganglia or some type of disruption to the basal ganglia at a young age also causes stuttering in humans.
And even those who are born with stuttering, it's often the basal ganglia that's disrupted than some other brain circuit.
And we think the speech part of the basal ganglia.
Can adults who maintain a stutter from childhood repair that stutter?
They can repair it with therapy, with learning how to speak slower.
learning how to tap out a rhythm during said.
And yeah, I'm not a speech pathologist,
but I started reading this literature
and talking to others at, you know,
colleagues who actually study stuttering.
So yes, there are ways to overcome the stuttering
through, you know, behavioral therapy.
And I think all of the tools out there
have something to do with sensory motor integration,
controlling with you here,
with what you output in a thoughtful, controlled way helps reduce the stuttering.
There are a couple examples from real life that I want to touch on, and one is somewhat facetious,
but now I realize it is a serious neurobiological issue.
Serious meaning, I think, interesting, which is that every once in a while, I will have
a conversation with somebody who says the last word of the sentence along with me.
And it seems annoying in some instances, but I'm guessing this is just a breakthrough of the motor pattern that they're hearing what I'm saying very well.
So I'm going to interpret this kindly and think they're hearing what I'm saying.
They're literally hearing it in their mind.
And they're getting that low level electrical activity to their throat.
And they're just joining me in the enunciation of what I'm saying, probably without realizing it.
Can we assume that that might be the case?
Well, I wouldn't be surprised.
So the motor theory of speech perception
where this idea originally came,
what you hear is going through your speech circuit
and then also activating those muscles slightly.
So, yes.
So one might argue, okay, is that speech circuit now interpreting
what that person is speaking now you're listening to me
and is going to finish it off
because it's already going through their brain
and they can predict it?
That would be one theory.
I don't think the verdict out there is known, but that's one.
The other is synchronizing turn-taking in the conversation
where you're acknowledging that we understand each other
by finishing off what I say.
And it's almost like a social bonding kind of thing.
The other could be, I want the person to shut out so I can speak as well
and take that turn.
And each pair of people have.
a rhythm to their conversation. And if you have somebody who's overtalkative versus undertalkative
or vice versa, that rhythm can be lost in them finishing ideas and going back and forth.
But I think having something to do with turn-taking as well makes a lot of sense.
I have a colleague at Stanford who says that interruption is a sign of interest.
I'm not sure that everyone agrees. I think it's highly contextual.
Yes. But there is this form of a verbal nod of saying, mm-hmm, or things of that sort.
sort and there are many of these and I'm often told by my audience you know that I'd interrupt my
guests and things of that sort oftentimes I'll just get caught in the natural flow of the conversation
right but well I think we've have pretty good turn taking here I hope that's so far so good I'm
glad I feel that way because especially in the context of a discussion about language yes this seems
important texting is a very very interesting evolution of language because
Because what you've told us is that we have a thought.
It's translated into language.
It might not be complete sentences, but texting,
I have to imagine this is the first time in human evolution
where we've written with our thumbs.
So it seems more primitive to me than typing with fingers or running the hands.
But hey, who am I to judge the evolution of our species in one direction or the other?
But the shorthand,
often grammatically deficient, incomplete sentence form of texting
is an incredible thing to see.
Early in relationships, romantic relationships,
people will often evaluate the others' text
and their ability to use proper grammar and spelling, et cetera.
This often quickly degrades,
and there's an acceptance that we're just trying
to communicate through shorthand,
almost military-like shorthand,
but internally consistent between people,
but there's no general consensus of what things mean.
but WTFs and OMGs and all sorts of things.
I wonder sometimes whether or not
we are getting less proficient at speech
because we are not required to write and think
in complete sentences.
I'm not being judgmental here.
I see this in my colleagues, I see this in myself.
This is not a judgment of the younger generation.
I also know that slang has existed
for decades, if not hundreds of years,
but I also know that I don't speak the same way
that I did when I was a teenager
because I've suppressed a lot of that slang,
not because it's inappropriate or offensive,
although some of it was, frankly,
but because it's out of context.
So what do you think's happening to language?
Are we getting better at speaking,
worse at speaking,
and what do you think the role of things like texting
and tweeting and shorthand communication,
and hashtagging, what's that doing to the way that our brains work?
Yeah, I think that one, in terms of, you know,
measuring your level of sophistication and intelligence,
and you say, OMG, right?
I think that also could be a cultural thing,
that, ah, you belong to the next generation if you're, you know,
or you're being cool, if you're an older person,
you know, using OMG and other things that the, you know,
younger generation would use.
But if I really think about it clearly,
texting actually has allowed for more rapid communication amongst people.
I think without the invention of the phone before then,
or texting back and forth,
you had to wait days for a letter to show up.
You couldn't call somebody in the phone and talk as well.
And so this rapid communication,
in terms of the rapid communication of writing in this case.
So I think actually
It's more like a use it or lose it kind of
A thing with the brain
The more you use a particular brain region or circuit
The more enhanced, it's like a muscle
The more you exercise it, the more healthier it is
The bigger it becomes
And the more space it takes
And the more you lose something else.
So I think taxing is not decreasing
the speech prowess or the intellectual prowess of speech,
it's converting it and using it a lot in a different way.
In a way that may not be as rich in regular writing
because you can only communicate so much nuance
in short-term writing.
But whatever is being done,
you've got people texting hours and hours and hours on the phone.
So whatever your thumbs,
circuit is going to get pretty big actually.
I do wonder whether, you know, many people have lost their jobs based on tweets.
The short latency between thought and action and distribution of one's thoughts is
incredible.
Yes.
And I'm not just talking about people who have, who apparently would have poor prefrontal,
top-down control.
This is geek speak, by the way, for people that lack impulse control.
but high-level academics.
I'm not going to point fingers in anyone,
but examples of where you see these tweets,
what were they thinking?
Yep.
So presumably there's an optimal strategy
between the thought, speech, motor pathway,
especially when the motor pathway engages communication
with hundreds of thousands of people
and retweets in particular,
and the cut and paste function
and the screenshot function
are often the reason why speech propagates.
Yep.
So to me, it's a little eerie that just that the neural circuitry can do this and that we are catching up a little bit more slowly to the technology.
And you've got these casualties of that mismatch.
I think that's a good adjectives to use, the casualties, you know, of what's going on.
Because, yes, it is the case with texting, what you're really losing there is not.
less so the ability to write, but more the ability to interpret what is being written.
And you can over-under-terprepid something that somebody means.
On the flip side of that, you know, when, if somebody's writing something very quick,
they could be writing instinctually, more instinctually, their true meaning.
And they don't have time to modify and color code what they're trying to say.
and that's what they really feel,
as opposed to say in a more nuanced way.
So I think both sides of that casualty are present,
and that's a downturn, you know,
unintended negative consequence of short-term,
I mean, short word communication.
Yeah, I agree that this whole phenomenon
could be netting people that normally would only say these things out loud
once inside the door of their own home
or not at all.
Right.
It's an interesting time that we're in
vis-a-vis speech and language and motor patterns.
So part of the human evolution for language.
I think this is all part of our evolution.
That's right.
So for those of you thinking terrible thoughts,
please put them in the world and be a casualty.
And for those of you that are not,
please be very careful with how proficient
your thought to language to motor action goes.
Maybe the technology companies should install some buffers,
some AI-based buffers.
Right.
That's taking some easy.
signals from your brain while you're texting to say, okay, this is, you know, this is not a great
thought, slow down. Right. Or this doesn't reflect your best state. That brings me to what was
going to be the next question anyway, which is we are quickly moving toward a time where there will be an
even faster transition from thought to speech to motor output and maybe won't require motor
out. But what I'm referring to here is some of the incredible work of our colleagues Eddie Chang
at UCSF and others who are taking paralyzed human beings and learning to translate the electrical
signals of neurons in various areas, including speech and language areas, to computer screens
that type out what these people are thinking. In other words, paralyzed people can put their
thoughts into writing. That's a pretty extreme and wonderful example of recovery of function
that is sure to continue to evolve.
But I think we are headed toward a time not too long from now
where my thoughts can be translated into words on a page
if I allow that to happen.
Yeah, so, and Eddie Chang's work, which I admire quite a bit in sight in my papers,
I think he's really one of those at the leading edge
of trying to understand within humans, the neurobiology of speech.
and he may not say it directly,
but I talked to him about this.
It supports this idea that the speech circuit
and the separate language module,
I don't really think that there's a separation there.
So with that knowledge, yes,
and putting electrodes into human brain
and then translating those electrical signals to speech currents,
yeah, we can start to tell what is that person thinking.
Why? Because we often think in terms of speech.
And without saying words.
And that's a scary thought.
And now imagine if you can now translate those into a signal that transmits something
wirelessly and so on from some distant part of the planet is hearing your speech from a wireless
signal without you speaking.
So probably that won't be done in an ethical way.
Who knows?
But I mean, the ethics of doing that probably might not happen.
But who knows, we have these songbirds.
We apply the same technique to them.
We can start to hear what they're singing in their dreams or whatever,
even though they don't produce sound.
So we can find out by testing on them.
It's coming.
One way or another, it's coming.
For those listening who are interested in getting better at speaking
and understanding languages,
are there any tools that you recommend?
And here again, I realize you're not a speech therapist,
but here I'm not thinking about ameliorating any kind of speech deficiency.
I'm thinking, for instance, do you recommend that people read different types of writing?
Would you recommend that people learn how to dance in order to become better at expressing themselves verbally?
You know, and feel free to have some degrees of freedom in this answer.
These are obviously not peer-reviewed studies that we're referring to, although there may be.
But I'm struck by the number of things that you do exceedingly well, and I can't have.
help but ask, well, the singing, which I realize it may, your brother didn't pay me to say this,
may not be quite as good as your brothers yet, but is getting, you'll surpass them. I'm guessing at some point.
Getting there. Exactly. There you go. You know, should kids learn how to dance and read hard books
and simple books? What do you recommend? Should adults learn how to do that? Everyone wants to know
how to keep their brain working better, so to speak,
but also I think people want to be able to speak well
and people want to be able to understand well.
Yeah.
So what I've discovered personally, right, is that,
so when I switch from pursuing a career in science
from a career in dance,
I thought one day I would stop dancing.
But I haven't because I find it fulfilling for me,
you know, just as a life experience.
So ever since I started college, you know, my late teens and early 20s, I kept dancing even till this day.
And there have been periods of time like during the pandemic where I slowed down on dancing and so forth.
And when you do that, you realize, okay, they're parts of your body where your muscle tone decreases a little bit and somewhat.
Or you could start to gain weight.
I somehow don't gain weight that easily.
And I think it's related to my dance.
if that's meaningful to your audience.
But what I found is, you know, in science,
we like to think of a separation between movement and action and cognition.
And there is a separation between perception and production,
cognition being perception, production being movement, right?
But if the speech pathways is next to the movement pathways,
what I discover is by dancing, it is helping me think.
it is helping keeping my brain fresh.
It's not just moving my muscles.
I'm moving or using the circuitry in my brain to control a whole big body.
You need a lot of brain tissue to do that.
And so I argue if you want to stay cognitively intact into your old age,
you better be moving.
And you better be doing it consistently,
whether it's dancing, walking, running,
and also practicing speech.
oratory speech and so forth or singing is controlling the brain circuits that are moving your
facial musculature. And it's going to keep your cognitive circuits also in tune. And I'm convinced
of that from my own personal experience. For me, long, slow runs are a wonderful way to kind of
loosen the joints for long podcasts, especially the solo podcasts, which can take many hours to record.
and without those long, slow runs, at least the day before or even the morning of,
I don't think I could do it, at least not as well.
All right.
Well, you're experiencing something similar.
So that's an end of two.
Yeah, end of two.
I'm tempted to learn how to dance because there are a lot of reasons to learn how to dance.
People can use their imagination.
I definitely want to get the opportunity to talk about some of the newer work that you're
into right now about genomes of animals.
as you perhaps can tell from my quite authentic facial expressions,
I adore the animal kingdom.
I just find it amazing,
and it's the reason I went into neurobiology in part.
So many animals, so many different patterns of movement,
so many body plans, so many specializations,
what is the value of learning the genomes of all these animals?
I can think of conservation-based schemes
of trying to preserve these pressures.
critters. But what are you doing with the genomes of these animals? What do you want to understand
about their brain circuits? And how does this relate to some of the discussion we've been having
up until now? I've gotten very heavily involved in genomes, you know, not just to get an individual
gene involved in the trait of interest like spoken language. But I realize that, you know,
nature has done natural experiments for us. But all these species out there, we're not. We're
with these various traits and the one that I'm studying like vocal learning has evolved multiple
times among the animal kingdom, even if it's rare, it's multiple times. And the similar genetic
changes occurred in those species. But to find out what those genetic changes that are associated
with the trait of interest and not some other trait like flying in birds as opposed to singing,
you have to do what's called comparative genomics,
even in the context of studying the brain.
And you need their genomes to compare the genomes
and do like a G-WAS,
a genome-wide association study,
not just within a species like humans,
but across species.
And so you need good genomes to do that.
Plus, I've discovered I'm also interested in evolution and origins.
How did these species come about a similar trait
in last 300 million years or 60 million?
million years, depending who you're talking about. And you need a good phylogenetic tree to do that.
And to get a good phylogenetic tree, you also need their genomes. And so because of this,
I got involved in large-scale consortiums to produce genomes of many different species,
including my vocal earners and their closest relatives that I'm fans of. But I couldn't convince
the funding agencies to give me the money to do that just for my own project. But when you get a
whole bunch of people together who want to study various traits, you know, heart disease or
loss and gain of flight and so forth, suddenly we all need lots of genomes to do this.
And so now that got me into a project to lead something called a vertebit genomes project
to eventually sequence all 70,000 species on the planet.
And Earth Biogenome Project, all eukaryotic species, all two million of them.
and to no longer be in a situation where I wish I had this genome,
now we have the genetic code of all life on the planet,
create a database of all their traits,
and find the genetic association with everything out there
that makes a difference from one species to another.
One more piece of the equation to add to this story
is what I didn't realize as a neuroscientist
were that these genomes are not only incomplete,
but there have lots of errors in them.
False gene duplications where mother and father chromosomes
were so different from each other
that the genome algorithm, assembly algorithms,
treated them as two different genes in this part of the chromosome.
So there are a lot of these false duplicated genes
that people were thought were real, but were not,
or missing parts of the genome
because the enzymes used to sequence the DNA
couldn't get through this regulatory region
that folded up on itself
and made it hard to sequence.
And so I end up in these consortiums
pulling in the genome sequencing companies
developing the technology to work with us
to improve it further.
And the computer science guys
who then take that data and that technology
and try to make the complete genomes
and make the algorithms better to produce what we now just did recently
and led by an effort by Adam Philippi
is the first human telomer to telomere genome
with no errors, all complete, no missing sequence.
And now we're trying to do the same thing with vertebrates and other species.
Actually, we improved that before we got to what we called telomer to telomer
from one end of the chromosome to another.
And what we're discovering is in this dark matter of the genome
that was missing before turns out to be some regulatory regions
that are specialized in vocal learning species
and we think are involved in developing speed circuits.
Incredible.
Well, so much to learn and that we're going to learn from this information.
Early on in these genome projects and connectome projects,
I confess I was a little bit cynical.
This would be about 10, 15 years ago.
I thought, okay, necessary but not sufficient for anything.
We need it, but it's not clear what's going to happen.
but you just gave a very clear example of what we stand to learn from this kind of information.
And I know from the conservation side, there's a huge interest in this because even though we would prefer to keep all these species alive rather than clone them,
these sorts of projects do offer the possibility of potentially recreating species that were lost due to our own ignorance or missteps or what have you.
Yes. And along those lines, because we've got to, you know, we've got to,
involved in genomics, some of the first species that we start working on are critically endangered
species. And I'm doing that not only for perspectives to understand their brains and the genes
involved in their brain function, but I feel like it's a moral duty. So the fact that now I become
more involved in genome biology and have helped develop these tools for more complete genomes,
let's capture their genetic code now before they're gone. And could we,
we use that information to resurrect the species at some future time, if not in my lifetime,
in some time in the future and generations ahead of us. And so in anticipation of that,
we create a database we call the genome arc, and no pun intended, like Noah's Ark, meant to
store the genetic code as complete genome assemblies as possible for all species on the planet
to be used for basic science, but also some point in the future.
And because of that, funding agencies or private foundations
that are interested in conservation have been reaching out to me now,
a neuroscientist, to help them out
in producing high-quality genome data of endangered species
that they can use, like revive and restore,
who want to resurrect the passenger pigeon,
or a colossal who wants to resurrect the woolly mammoth.
And so we're producing high-quality genomes
for these groups for their conservation projects.
What a terrific and important initiative.
And I think for those listening today,
they now certainly understand the value of deeply understanding
the brain structures and genomes of different species.
Because I confess even though I knew a bit of the songbird literature
and I certainly understand that humans have speech and language,
I had no idea that there was so much convergence of function structure and genomes.
And to me, you know, I feel,
a lot more like an ape than I do a songbird.
And yet here we are with the understanding
that there's a lot more similarity
between songbirds and humans
than I certainly ever thought before.
Yeah, something very close to home for us humans,
I can give you an example of,
is evolution of skin color.
In skin color, we use it unfortunately for racism and so forth.
We use it also for good things
to let in more light or let out less light,
depending on the part of the planet, you know, our population evolved in.
And most people think dark-skinned people all evolve from the same dark-skinned person
and light-skinned people all evolve from the same light-skinned person.
But that's not the case.
Dark-skinned and light-skinned amongst humans has evolved independently multiple times,
like in, you know, the Pacific Islands versus Africa.
And it's just depending on the angle of light hitting the earth,
as to whether you need more protection from the sun,
or less protection
that's also associated with vitamin D synthesis
in the skin.
And so,
and each time
where darker or lighter skin evolved independently
hit the same gene,
you know,
the melaton.
Melanine receptors, that's right, yes, yeah.
Genes that are involved in melanin formation.
And so those genes evolve
some of the same mutations, even in different species.
It's not just humans.
In equatorial regions, there are darker skinned animals
than going away from the equator.
All right, I think of Arctic foxes.
That's right, polar bears, you know.
And so some of the same genes are used
in an evolutionary perspective
to evolve in a similar way within and across species.
Incredible.
And that's the same thing happening in the brain, too.
Language is no exception.
I have to say, as somebody who is a career neuroscientist,
but as I mentioned several times,
who also adores the animal kingdom,
but is also obsessed with speech and language
and at a distance,
not as a practitioner of music and dance.
This has been an incredible conversation
and opportunity for me to learn.
I know I speak for a tremendous number of people
when I just really want to say thank you for joining us today.
you are incredibly busy.
It's clear from your description of your science
and your knowledge base that you are involved
in a huge number of things.
Very busy.
So thank you for taking the time to speak to all of us.
Thank you for the work that you're doing,
both on speech and language,
but also this important work on genomes
and conservation of endangered species and far more.
And I have to say, if you would agree to come back
and speak to us again sometime,
I'm certain that if we were to sit down
even six months or a year from now,
there's going to be a lot more to come. Yeah, we have some things cooking. And thank you for inviting me
here to get the word out to the community of what's going on in the science world. Well, we're
honored and very grateful to Eric. Thank you. Welcome. Thank you for joining me today for my discussion
with Dr. Eric Jarvis. If you'd like to learn more about his laboratory's work, you can go to
Jarvis Lab, spell J-A-R-V-I-S-Lab, all one word, jarvislab.net. And there you can learn about all the
various studies taking place in his laboratory,
as well as some of the larger overarching themes
that are driving those studies,
including studies on human genomics and animal genomics,
that surely are going to lead to the next stage discoveries
of how we learn and think about and indeed use language.
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