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        [MUSIC PLAYING]
      </p>
      <p begin="00:00:02.83" end="00:00:05.21" style="1">
      </p>
      <p begin="00:00:05.21" end="00:00:06.21" style="1">
        DR. JOHN WHYTE: Welcome,
      </p>
      <p begin="00:00:06.21" end="00:00:06.57" style="1">
        everyone.
      </p>
      <p begin="00:00:06.57" end="00:00:07.47" style="1">
        I'm Dr. John Whyte,
      </p>
      <p begin="00:00:07.47" end="00:00:08.51" style="1">
        the chief medical officer
      </p>
      <p begin="00:00:08.51" end="00:00:11.00" style="1">
        at WebMD, and you're watching
      </p>
      <p begin="00:00:11.00" end="00:00:13.16" style="1">
        Your Health on Tech.
      </p>
      <p begin="00:00:13.16" end="00:00:16.28" style="1">
        What if I could diagnose
      </p>
      <p begin="00:00:16.28" end="00:00:18.89" style="1">
        your health conditions just
      </p>
      <p begin="00:00:18.89" end="00:00:22.07" style="1">
        by listening to your voice?
      </p>
      <p begin="00:00:22.07" end="00:00:23.45" style="1">
        Sound far fetched?
      </p>
      <p begin="00:00:23.45" end="00:00:27.23" style="1">
        It may not be joining me to help
      </p>
      <p begin="00:00:27.23" end="00:00:29.57" style="1">
        explain what we're learning
      </p>
      <p begin="00:00:29.57" end="00:00:31.10" style="1">
        about the relationship
      </p>
      <p begin="00:00:31.10" end="00:00:32.93" style="1">
        between our voices
      </p>
      <p begin="00:00:32.93" end="00:00:35.87" style="1">
        and our health, is Dr. Yael
      </p>
      <p begin="00:00:35.87" end="00:00:37.29" style="1">
        Bensoussan.
      </p>
      <p begin="00:00:37.29" end="00:00:38.60" style="1">
        She's the director
      </p>
      <p begin="00:00:38.60" end="00:00:40.19" style="1">
        of the University of South
      </p>
      <p begin="00:00:40.19" end="00:00:42.83" style="1">
        Florida health voices center.
      </p>
      <p begin="00:00:42.83" end="00:00:44.06" style="1">
        Dr. Bensoussan Thanks
      </p>
      <p begin="00:00:44.06" end="00:00:45.22" style="1">
        for joining me.
      </p>
	  <p><br /><br /></p>
      <p begin="00:00:45.22" end="00:00:46.43" style="1">
        DR. YAEL BENSOUSSAN: Hi Thank
      </p>
      <p begin="00:00:46.43" end="00:00:48.42" style="1">
        you so much for the invitation.
      </p>
	  <p><br /><br /></p>
      <p begin="00:00:48.42" end="00:00:49.54" style="1">
        DR. JOHN WHYTE: You've been
      </p>
      <p begin="00:00:49.54" end="00:00:51.91" style="1">
        studying how the voice
      </p>
      <p begin="00:00:51.91" end="00:00:55.27" style="1">
        and our health are related.
      </p>
      <p begin="00:00:55.27" end="00:00:56.95" style="1">
        And you're working on a study
      </p>
      <p begin="00:00:56.95" end="00:00:59.29" style="1">
        that I find fascinating.
      </p>
      <p begin="00:00:59.29" end="00:01:01.93" style="1">
        And you said to the doctors,
      </p>
      <p begin="00:01:01.93" end="00:01:05.08" style="1">
        close your eyes when a patient
      </p>
      <p begin="00:01:05.08" end="00:01:06.60" style="1">
        comes in.
      </p>
      <p begin="00:01:06.60" end="00:01:09.30" style="1">
        And just by listening
      </p>
      <p begin="00:01:09.30" end="00:01:12.65" style="1">
        to their voice,
      </p>
      <p begin="00:01:12.65" end="00:01:14.30" style="1">
        do you have an idea
      </p>
      <p begin="00:01:14.30" end="00:01:15.32" style="1">
        about the diagnosis?
      </p>
	  <p><br /><br /></p>
      <p begin="00:01:15.32" end="00:01:16.49" style="1">
        DR. YAEL BENSOUSSAN: This is
      </p>
      <p begin="00:01:16.49" end="00:01:18.50" style="1">
        a very big project.
      </p>
      <p begin="00:01:18.50" end="00:01:20.51" style="1">
        My co-principal investigator
      </p>
      <p begin="00:01:20.51" end="00:01:21.83" style="1">
        is Dr. Olivier Elemento
      </p>
      <p begin="00:01:21.83" end="00:01:23.39" style="1">
        at Cornell, and we have a team
      </p>
      <p begin="00:01:23.39" end="00:01:27.26" style="1">
        of 10 institutions with 45 to 50
      </p>
      <p begin="00:01:27.26" end="00:01:28.80" style="1">
        investigators on that project.
      </p>
      <p begin="00:01:28.80" end="00:01:31.76" style="1">
        So really a large scale project.
      </p>
      <p begin="00:01:31.76" end="00:01:33.11" style="1">
        And what's interesting is
      </p>
      <p begin="00:01:33.11" end="00:01:34.94" style="1">
        that we find it, we know
      </p>
      <p begin="00:01:34.94" end="00:01:36.32" style="1">
        and we've known for a very, very
      </p>
      <p begin="00:01:36.32" end="00:01:38.45" style="1">
        long time that voice can give
      </p>
      <p begin="00:01:38.45" end="00:01:40.79" style="1">
        biomarkers of certain diseases.
      </p>
      <p begin="00:01:40.79" end="00:01:42.71" style="1">
        And you know that because when
      </p>
      <p begin="00:01:42.71" end="00:01:43.58" style="1">
        your friend calls you
      </p>
      <p begin="00:01:43.58" end="00:01:44.58" style="1">
        for example,
      </p>
      <p begin="00:01:44.58" end="00:01:45.86" style="1">
        you can tell if he's feeling
      </p>
      <p begin="00:01:45.86" end="00:01:47.85" style="1">
        sad, you can tell if he sounds
      </p>
      <p begin="00:01:47.85" end="00:01:48.35" style="1">
        sick.
      </p>
      <p begin="00:01:48.35" end="00:01:50.75" style="1">
        A lot of times we hear "You
      </p>
      <p begin="00:01:50.75" end="00:01:52.16" style="1">
        don't sound like you're well."
      </p>
      <p begin="00:01:52.16" end="00:01:53.84" style="1">
        And that's just from the sound
      </p>
      <p begin="00:01:53.84" end="00:01:55.38" style="1">
        of the voice.
      </p>
	  <p><br /><br /></p>
      <p begin="00:01:55.38" end="00:01:57.77" style="1">
        The interesting part is when we
      </p>
      <p begin="00:01:57.77" end="00:01:59.96" style="1">
        talk to doctors to find out what
      </p>
      <p begin="00:01:59.96" end="00:02:01.78" style="1">
        disease to study, that's really
      </p>
      <p begin="00:02:01.78" end="00:02:02.90" style="1">
        when we ask them well close
      </p>
      <p begin="00:02:02.90" end="00:02:04.40" style="1">
        your eyes, listen to the voice,
      </p>
      <p begin="00:02:04.40" end="00:02:05.21" style="1">
        can you tell?
      </p>
      <p begin="00:02:05.21" end="00:02:07.01" style="1">
        And that's when we ask experts
      </p>
      <p begin="00:02:07.01" end="00:02:07.79" style="1">
        about the disease
      </p>
      <p begin="00:02:07.79" end="00:02:09.23" style="1">
        we think that could be
      </p>
      <p begin="00:02:09.23" end="00:02:10.94" style="1">
        a diagnosed with voices.
      </p>
      <p begin="00:02:10.94" end="00:02:12.47" style="1">
        Some of them are intuitive.
      </p>
      <p begin="00:02:12.47" end="00:02:14.79" style="1">
        What I do is voice disorders.
      </p>
      <p begin="00:02:14.79" end="00:02:15.77" style="1">
        So obviously for voice
      </p>
      <p begin="00:02:15.77" end="00:02:17.21" style="1">
        disorders, when I close my eyes
      </p>
      <p begin="00:02:17.21" end="00:02:18.83" style="1">
        and I listen to voices
      </p>
      <p begin="00:02:18.83" end="00:02:20.36" style="1">
        I hear different types of voice
      </p>
      <p begin="00:02:20.36" end="00:02:21.59" style="1">
        disorders
      </p>
      <p begin="00:02:21.59" end="00:02:23.96" style="1">
        like cancers of the voice box,
      </p>
      <p begin="00:02:23.96" end="00:02:26.63" style="1">
        like neurological conditions
      </p>
      <p begin="00:02:26.63" end="00:02:28.25" style="1">
        called spasmodic dysphonia
      </p>
      <p begin="00:02:28.25" end="00:02:29.37" style="1">
        for example.
      </p>
      <p begin="00:02:29.37" end="00:02:30.71" style="1">
        But there's other ones that are
      </p>
      <p begin="00:02:30.71" end="00:02:32.61" style="1">
        less intuitive.
      </p>
      <p begin="00:02:32.61" end="00:02:34.07" style="1">
        So for example, mycopia.
      </p>
      <p begin="00:02:34.07" end="00:02:35.12" style="1">
        I spoke to one
      </p>
      <p begin="00:02:35.12" end="00:02:37.91" style="1">
        of the oncologists at Cornell,
      </p>
      <p begin="00:02:37.91" end="00:02:40.16" style="1">
        and he said, well, I think I can
      </p>
      <p begin="00:02:40.16" end="00:02:41.84" style="1">
        hear when people have brain
      </p>
      <p begin="00:02:41.84" end="00:02:43.46" style="1">
        metastases from lung cancer
      </p>
      <p begin="00:02:43.46" end="00:02:45.05" style="1">
        when they come to see me.
      </p>
	  <p><br /><br /></p>
      <p begin="00:02:45.05" end="00:02:46.58" style="1">
        And those are less intuitive.
      </p>
      <p begin="00:02:46.58" end="00:02:49.46" style="1">
        And obviously it's always nicer
      </p>
      <p begin="00:02:49.46" end="00:02:50.87" style="1">
        to say, well just by the voice.
      </p>
      <p begin="00:02:50.87" end="00:02:51.71" style="1">
        But really in terms
      </p>
      <p begin="00:02:51.71" end="00:02:53.22" style="1">
        of the science,
      </p>
      <p begin="00:02:53.22" end="00:02:55.43" style="1">
        we're going into multimodal data
      </p>
      <p begin="00:02:55.43" end="00:02:56.21" style="1">
        integration
      </p>
      <p begin="00:02:56.21" end="00:02:57.11" style="1">
        when we speak
      </p>
      <p begin="00:02:57.11" end="00:02:58.55" style="1">
        about artificial intelligence
      </p>
      <p begin="00:02:58.55" end="00:02:59.52" style="1">
        in the future.
      </p>
      <p begin="00:02:59.52" end="00:03:00.56" style="1">
        What's going to be really
      </p>
      <p begin="00:03:00.56" end="00:03:01.61" style="1">
        important is not
      </p>
      <p begin="00:03:01.61" end="00:03:03.35" style="1">
        single modality, so not just
      </p>
      <p begin="00:03:03.35" end="00:03:04.61" style="1">
        the voice but really taking
      </p>
      <p begin="00:03:04.61" end="00:03:07.05" style="1">
        the voice with other integration
      </p>
      <p begin="00:03:07.05" end="00:03:07.88" style="1">
        of other modalities.
      </p>
      <p begin="00:03:07.88" end="00:03:08.46" style="1">
        It can become,
      </p>
      <p begin="00:03:08.46" end="00:03:09.62" style="1">
        people say it could become
      </p>
      <p begin="00:03:09.62" end="00:03:11.54" style="1">
        like another heart rate,
      </p>
      <p begin="00:03:11.54" end="00:03:13.26" style="1">
        or another blood pressure.
      </p>
	  <p><br /><br /></p>
      <p begin="00:03:13.26" end="00:03:14.18" style="1">
        DR. JOHN WHYTE: What's
      </p>
      <p begin="00:03:14.18" end="00:03:17.30" style="1">
        the pathophysiology of a voice
      </p>
      <p begin="00:03:17.30" end="00:03:18.47" style="1">
        disorder
      </p>
      <p begin="00:03:18.47" end="00:03:21.71" style="1">
        that's signaling perhaps
      </p>
      <p begin="00:03:21.71" end="00:03:23.90" style="1">
        there's something else going on
      </p>
      <p begin="00:03:23.90" end="00:03:24.91" style="1">
        in the body?
      </p>
	  <p><br /><br /></p>
      <p begin="00:03:24.91" end="00:03:26.16" style="1">
        DR. YAEL BENSOUSSAN: So that's
      </p>
      <p begin="00:03:26.16" end="00:03:26.90" style="1">
        a great question.
      </p>
      <p begin="00:03:26.90" end="00:03:28.23" style="1">
        So I just to make it clear we're
      </p>
      <p begin="00:03:28.23" end="00:03:30.24" style="1">
        not talking about specifically
      </p>
      <p begin="00:03:30.24" end="00:03:32.49" style="1">
        diagnoses pancreatic cancer
      </p>
      <p begin="00:03:32.49" end="00:03:34.33" style="1">
        with voice here.
      </p>
      <p begin="00:03:34.33" end="00:03:35.13" style="1">
        What's interesting
      </p>
      <p begin="00:03:35.13" end="00:03:36.18" style="1">
        is that we looked back
      </p>
      <p begin="00:03:36.18" end="00:03:37.65" style="1">
        at the science,
      </p>
      <p begin="00:03:37.65" end="00:03:39.48" style="1">
        and looked at what was proven
      </p>
      <p begin="00:03:39.48" end="00:03:41.31" style="1">
        or what was in the terms
      </p>
      <p begin="00:03:41.31" end="00:03:43.30" style="1">
        of pilot studies and diseases.
      </p>
      <p begin="00:03:43.30" end="00:03:45.15" style="1">
        And we found really five
      </p>
      <p begin="00:03:45.15" end="00:03:46.45" style="1">
        categories of diseases.
      </p>
      <p begin="00:03:46.45" end="00:03:47.67" style="1">
        So when you think about voice
      </p>
      <p begin="00:03:47.67" end="00:03:49.05" style="1">
        disorders that's intuitive.
      </p>
      <p begin="00:03:49.05" end="00:03:52.19" style="1">
        When your vocal chords change,
      </p>
      <p begin="00:03:52.19" end="00:03:53.31" style="1">
        that's the first thing that
      </p>
      <p begin="00:03:53.31" end="00:03:53.81" style="1">
        changes.
      </p>
      <p begin="00:03:53.81" end="00:03:54.69" style="1">
        If there's a disease
      </p>
      <p begin="00:03:54.69" end="00:03:55.56" style="1">
        on your vocal cords,
      </p>
      <p begin="00:03:55.56" end="00:03:56.73" style="1">
        then the sound of your voice
      </p>
      <p begin="00:03:56.73" end="00:03:57.28" style="1">
        will change.
      </p>
      <p begin="00:03:57.28" end="00:03:58.08" style="1">
        That's the first thing that
      </p>
      <p begin="00:03:58.08" end="00:03:58.58" style="1">
        changes.
      </p>
      <p begin="00:03:58.58" end="00:04:00.81" style="1">
        The science is easier.
      </p>
      <p begin="00:04:00.81" end="00:04:01.50" style="1">
        When we talk
      </p>
      <p begin="00:04:01.50" end="00:04:03.15" style="1">
        about neurological disorders
      </p>
      <p begin="00:04:03.15" end="00:04:04.47" style="1">
        for example like--
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:04.47" end="00:04:05.64" style="1">
        DR. JOHN WHYTE: Parkinson's.
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:05.64" end="00:04:06.27" style="1">
        DR. YAEL BENSOUSSAN: Parkinson's
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:06.27" end="00:04:06.51" style="1">
        DR. JOHN WHYTE: Parkinson's is
      </p>
      <p begin="00:04:06.51" end="00:04:07.71" style="1">
        an example.
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:07.71" end="00:04:09.24" style="1">
        DR. YAEL BENSOUSSAN: ALS, people
      </p>
      <p begin="00:04:09.24" end="00:04:09.74" style="1">
        have
      </p>
      <p begin="00:04:09.74" end="00:04:11.05" style="1">
        neurodegenerative disorders.
      </p>
      <p begin="00:04:11.05" end="00:04:12.33" style="1">
        These are people who have
      </p>
      <p begin="00:04:12.33" end="00:04:14.70" style="1">
        changes in speech and in voice.
      </p>
      <p begin="00:04:14.70" end="00:04:15.57" style="1">
        When we go back
      </p>
      <p begin="00:04:15.57" end="00:04:17.74" style="1">
        to neurological disorders,
      </p>
      <p begin="00:04:17.74" end="00:04:18.99" style="1">
        we know for example somebody's
      </p>
      <p begin="00:04:18.99" end="00:04:20.58" style="1">
        having a stroke that what you
      </p>
      <p begin="00:04:20.58" end="00:04:22.08" style="1">
        say changes.
      </p>
      <p begin="00:04:22.08" end="00:04:24.72" style="1">
        Sometimes they tell you on TV
      </p>
      <p begin="00:04:24.72" end="00:04:26.97" style="1">
        if your speech is slurred,
      </p>
      <p begin="00:04:26.97" end="00:04:28.02" style="1">
        go to the doctor.
      </p>
      <p begin="00:04:28.02" end="00:04:30.03" style="1">
        So those are things that we've
      </p>
      <p begin="00:04:30.03" end="00:04:31.30" style="1">
        known for a long time.
      </p>
      <p begin="00:04:31.30" end="00:04:32.67" style="1">
        This is not new Parkinson's
      </p>
      <p begin="00:04:32.67" end="00:04:34.80" style="1">
        same thing for people who know
      </p>
      <p begin="00:04:34.80" end="00:04:36.63" style="1">
        that they work with Parkinson's
      </p>
      <p begin="00:04:36.63" end="00:04:38.04" style="1">
        disease patients,
      </p>
      <p begin="00:04:38.04" end="00:04:39.78" style="1">
        they can recognize the voice
      </p>
      <p begin="00:04:39.78" end="00:04:41.94" style="1">
        of a Parkinson's patient.
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:41.94" end="00:04:43.02" style="1">
        DR. JOHN WHYTE: But you're
      </p>
      <p begin="00:04:43.02" end="00:04:45.60" style="1">
        collecting 30,000 voices
      </p>
      <p begin="00:04:45.60" end="00:04:46.10" style="1">
        to analyze.
      </p>
	  <p><br /><br /></p>
      <p begin="00:04:46.10" end="00:04:47.23" style="1">
        DR. YAEL BENSOUSSAN: That's
      </p>
      <p begin="00:04:47.23" end="00:04:48.57" style="1">
        the goal over 4 years.
      </p>
      <p begin="00:04:48.57" end="00:04:49.89" style="1">
        And that's really the most
      </p>
      <p begin="00:04:49.89" end="00:04:51.09" style="1">
        important thing.
      </p>
      <p begin="00:04:51.09" end="00:04:52.23" style="1">
        Artificial intelligence
      </p>
      <p begin="00:04:52.23" end="00:04:53.37" style="1">
        is a great technology.
      </p>
      <p begin="00:04:53.37" end="00:04:54.75" style="1">
        We know that the technology is
      </p>
      <p begin="00:04:54.75" end="00:04:55.89" style="1">
        there.
      </p>
      <p begin="00:04:55.89" end="00:04:57.21" style="1">
        Machine learning is very
      </p>
      <p begin="00:04:57.21" end="00:04:57.93" style="1">
        advanced.
      </p>
      <p begin="00:04:57.93" end="00:04:59.34" style="1">
        Algorithms are very advanced.
      </p>
      <p begin="00:04:59.34" end="00:05:00.51" style="1">
        What we're missing is really
      </p>
      <p begin="00:05:00.51" end="00:05:01.74" style="1">
        the data.
      </p>
      <p begin="00:05:01.74" end="00:05:03.06" style="1">
        And that's the most important
      </p>
      <p begin="00:05:03.06" end="00:05:04.32" style="1">
        because we know that to train
      </p>
      <p begin="00:05:04.32" end="00:05:05.19" style="1">
        these algorithms,
      </p>
      <p begin="00:05:05.19" end="00:05:06.90" style="1">
        if you don't have accurate data
      </p>
      <p begin="00:05:06.90" end="00:05:08.10" style="1">
        in a large quantity
      </p>
      <p begin="00:05:08.10" end="00:05:09.75" style="1">
        then your algorithms are just
      </p>
      <p begin="00:05:09.75" end="00:05:11.10" style="1">
        not generalizable.
      </p>
      <p begin="00:05:11.10" end="00:05:12.42" style="1">
        That's really the goal
      </p>
      <p begin="00:05:12.42" end="00:05:13.47" style="1">
        of our big project
      </p>
      <p begin="00:05:13.47" end="00:05:14.85" style="1">
        and that's why so many people
      </p>
      <p begin="00:05:14.85" end="00:05:15.40" style="1">
        are involved.
      </p>
      <p begin="00:05:15.40" end="00:05:16.66" style="1">
        And it's important for us
      </p>
      <p begin="00:05:16.66" end="00:05:17.16" style="1">
        to keep it
      </p>
      <p begin="00:05:17.16" end="00:05:18.93" style="1">
        within academic institution,
      </p>
      <p begin="00:05:18.93" end="00:05:20.73" style="1">
        is to get the quality
      </p>
      <p begin="00:05:20.73" end="00:05:21.81" style="1">
        and the accuracy
      </p>
      <p begin="00:05:21.81" end="00:05:23.10" style="1">
        of the diagnosis
      </p>
      <p begin="00:05:23.10" end="00:05:24.68" style="1">
        as well as the quantity.
      </p>
	  <p><br /><br /></p>
      <p begin="00:05:24.68" end="00:05:26.01" style="1">
        DR. JOHN WHYTE: Well I just talk
      </p>
      <p begin="00:05:26.01" end="00:05:27.61" style="1">
        into my smartphone.
      </p>
      <p begin="00:05:27.61" end="00:05:30.54" style="1">
        And it'll analyze my voice is
      </p>
      <p begin="00:05:30.54" end="00:05:31.67" style="1">
        that what's coming?
      </p>
	  <p><br /><br /></p>
      <p begin="00:05:31.67" end="00:05:33.00" style="1">
        DR. YAEL BENSOUSSAN: Well that's
      </p>
      <p begin="00:05:33.00" end="00:05:33.55" style="1">
        the goal.
      </p>
      <p begin="00:05:33.55" end="00:05:34.68" style="1">
        The goal is really to make
      </p>
      <p begin="00:05:34.68" end="00:05:36.15" style="1">
        something a technology that's
      </p>
      <p begin="00:05:36.15" end="00:05:37.11" style="1">
        accessible.
      </p>
      <p begin="00:05:37.11" end="00:05:39.21" style="1">
        And a lot of startups
      </p>
      <p begin="00:05:39.21" end="00:05:40.53" style="1">
        are looking at this already
      </p>
      <p begin="00:05:40.53" end="00:05:42.24" style="1">
        and are making you give donate
      </p>
      <p begin="00:05:42.24" end="00:05:44.55" style="1">
        your voice through your phone.
      </p>
      <p begin="00:05:44.55" end="00:05:45.33" style="1">
        What's different
      </p>
      <p begin="00:05:45.33" end="00:05:46.66" style="1">
        here is that, first of all,
      </p>
      <p begin="00:05:46.66" end="00:05:48.09" style="1">
        we need to make the experiments
      </p>
      <p begin="00:05:48.09" end="00:05:50.37" style="1">
        to make sure that the quality is
      </p>
      <p begin="00:05:50.37" end="00:05:52.02" style="1">
        good enough through a phone.
      </p>
      <p begin="00:05:52.02" end="00:05:53.67" style="1">
        And maybe for different type
      </p>
      <p begin="00:05:53.67" end="00:05:55.14" style="1">
        of diseases the quality you need
      </p>
      <p begin="00:05:55.14" end="00:05:56.25" style="1">
        is different.
      </p>
      <p begin="00:05:56.25" end="00:05:58.50" style="1">
        Maybe for Parkinson's,
      </p>
      <p begin="00:05:58.50" end="00:06:00.32" style="1">
        or for Alzheimer's, you can give
      </p>
      <p begin="00:06:00.32" end="00:06:01.53" style="1">
        your voice through your phone
      </p>
      <p begin="00:06:01.53" end="00:06:03.09" style="1">
        because it's really the content
      </p>
      <p begin="00:06:03.09" end="00:06:04.53" style="1">
        that's important-- the content
      </p>
      <p begin="00:06:04.53" end="00:06:05.31" style="1">
        of the speech.
      </p>
      <p begin="00:06:05.31" end="00:06:06.87" style="1">
        But maybe for diseases
      </p>
      <p begin="00:06:06.87" end="00:06:09.72" style="1">
        like cough that can have
      </p>
      <p begin="00:06:09.72" end="00:06:11.91" style="1">
        different etiologies or causes,
      </p>
      <p begin="00:06:11.91" end="00:06:12.93" style="1">
        maybe you need a better
      </p>
      <p begin="00:06:12.93" end="00:06:14.28" style="1">
        microphone, maybe you need
      </p>
      <p begin="00:06:14.28" end="00:06:16.35" style="1">
        a digital stethoscope to have
      </p>
      <p begin="00:06:16.35" end="00:06:17.58" style="1">
        the accuracy that you need
      </p>
      <p begin="00:06:17.58" end="00:06:18.58" style="1">
        to diagnose this.
      </p>
      <p begin="00:06:18.58" end="00:06:20.34" style="1">
        So this is really what our teams
      </p>
      <p begin="00:06:20.34" end="00:06:22.47" style="1">
        are working on this year is
      </p>
      <p begin="00:06:22.47" end="00:06:23.19" style="1">
        looking at what
      </p>
      <p begin="00:06:23.19" end="00:06:24.72" style="1">
        is the minimal quality we need,
      </p>
      <p begin="00:06:24.72" end="00:06:25.77" style="1">
        but obviously the goal
      </p>
      <p begin="00:06:25.77" end="00:06:26.82" style="1">
        for public health
      </p>
      <p begin="00:06:26.82" end="00:06:28.50" style="1">
        is to have something accessible
      </p>
      <p begin="00:06:28.50" end="00:06:30.09" style="1">
        not in a doctor's office
      </p>
      <p begin="00:06:30.09" end="00:06:31.29" style="1">
        with high technology,
      </p>
      <p begin="00:06:31.29" end="00:06:31.86" style="1">
        but really
      </p>
      <p begin="00:06:31.86" end="00:06:33.54" style="1">
        to remote populations.
      </p>
	  <p><br /><br /></p>
      <p begin="00:06:33.54" end="00:06:34.71" style="1">
        DR. JOHN WHYTE: Well you say
      </p>
      <p begin="00:06:34.71" end="00:06:37.53" style="1">
        this technology ultimately could
      </p>
      <p begin="00:06:37.53" end="00:06:40.53" style="1">
        be a bridge to provide access
      </p>
      <p begin="00:06:40.53" end="00:06:41.16" style="1">
        to those
      </p>
      <p begin="00:06:41.16" end="00:06:43.11" style="1">
        in rural and underserved
      </p>
      <p begin="00:06:43.11" end="00:06:44.07" style="1">
        communities.
      </p>
      <p begin="00:06:44.07" end="00:06:45.54" style="1">
        Everybody says that though
      </p>
      <p begin="00:06:45.54" end="00:06:46.92" style="1">
        for every technology
      </p>
      <p begin="00:06:46.92" end="00:06:47.96" style="1">
        that we talk about.
      </p>
      <p begin="00:06:47.96" end="00:06:49.17" style="1">
        Do you think this one will be
      </p>
      <p begin="00:06:49.17" end="00:06:50.43" style="1">
        different if we know that it
      </p>
      <p begin="00:06:50.43" end="00:06:51.49" style="1">
        works?
      </p>
	  <p><br /><br /></p>
      <p begin="00:06:51.49" end="00:06:52.70" style="1">
        DR. YAEL BENSOUSSAN: The goal
      </p>
      <p begin="00:06:52.70" end="00:06:54.54" style="1">
        is not to replace doctors.
      </p>
      <p begin="00:06:54.54" end="00:06:55.92" style="1">
        The goal is not to replace
      </p>
      <p begin="00:06:55.92" end="00:06:58.40" style="1">
        experts.
      </p>
      <p begin="00:06:58.40" end="00:07:00.00" style="1">
        Every categories of diseases
      </p>
      <p begin="00:07:00.00" end="00:07:01.77" style="1">
        that we are studying,
      </p>
      <p begin="00:07:01.77" end="00:07:03.39" style="1">
        there are experts in the field.
      </p>
      <p begin="00:07:03.39" end="00:07:04.83" style="1">
        If you go to the expert then
      </p>
      <p begin="00:07:04.83" end="00:07:06.06" style="1">
        you'll get a diagnosis.
      </p>
      <p begin="00:07:06.06" end="00:07:07.80" style="1">
        That's probably as good
      </p>
      <p begin="00:07:07.80" end="00:07:10.74" style="1">
        or better than the technology.
      </p>
      <p begin="00:07:10.74" end="00:07:11.67" style="1">
        What's important
      </p>
      <p begin="00:07:11.67" end="00:07:13.89" style="1">
        is to provide the same expertise
      </p>
      <p begin="00:07:13.89" end="00:07:15.48" style="1">
        to people that don't necessarily
      </p>
      <p begin="00:07:15.48" end="00:07:16.06" style="1">
        have it.
      </p>
      <p begin="00:07:16.06" end="00:07:17.76" style="1">
        So when we think about family
      </p>
      <p begin="00:07:17.76" end="00:07:19.14" style="1">
        doctors, you go to your family
      </p>
      <p begin="00:07:19.14" end="00:07:20.79" style="1">
        doctor your voice changed,
      </p>
      <p begin="00:07:20.79" end="00:07:22.68" style="1">
        often they don't have the tools
      </p>
      <p begin="00:07:22.68" end="00:07:24.12" style="1">
        to look into your voice box.
      </p>
      <p begin="00:07:24.12" end="00:07:25.47" style="1">
        They don't have the tools to do
      </p>
      <p begin="00:07:25.47" end="00:07:27.42" style="1">
        a CT scan, they don't have
      </p>
      <p begin="00:07:27.42" end="00:07:29.28" style="1">
        in their offices,
      </p>
      <p begin="00:07:29.28" end="00:07:30.78" style="1">
        and that's why the voice can
      </p>
      <p begin="00:07:30.78" end="00:07:31.50" style="1">
        help
      </p>
      <p begin="00:07:31.50" end="00:07:32.94" style="1">
        and you would be speaking
      </p>
      <p begin="00:07:32.94" end="00:07:34.27" style="1">
        through your phone, for example,
      </p>
      <p begin="00:07:34.27" end="00:07:35.29" style="1">
        and the app could say,
      </p>
      <p begin="00:07:35.29" end="00:07:36.42" style="1">
        well, there's a really high
      </p>
      <p begin="00:07:36.42" end="00:07:37.56" style="1">
        chance this is a voice box
      </p>
      <p begin="00:07:37.56" end="00:07:39.54" style="1">
        cancer based on all the data
      </p>
      <p begin="00:07:39.54" end="00:07:40.17" style="1">
        that we've seen
      </p>
      <p begin="00:07:40.17" end="00:07:41.13" style="1">
        and that we've analyzed
      </p>
      <p begin="00:07:41.13" end="00:07:42.27" style="1">
        with our algorithms.
      </p>
      <p begin="00:07:42.27" end="00:07:43.80" style="1">
        This patient should be sent
      </p>
      <p begin="00:07:43.80" end="00:07:47.34" style="1">
        to an ENT fast.
      </p>
	  <p><br /><br /></p>
      <p begin="00:07:47.34" end="00:07:48.75" style="1">
        I see people in my practice
      </p>
      <p begin="00:07:48.75" end="00:07:50.28" style="1">
        unfortunately that come really
      </p>
      <p begin="00:07:50.28" end="00:07:51.99" style="1">
        late with very advanced voice
      </p>
      <p begin="00:07:51.99" end="00:07:53.34" style="1">
        box cancers.
      </p>
      <p begin="00:07:53.34" end="00:07:54.99" style="1">
        They were told it was a cold
      </p>
      <p begin="00:07:54.99" end="00:07:56.73" style="1">
        or laryngitis or reflux,
      </p>
      <p begin="00:07:56.73" end="00:07:58.08" style="1">
        and not because they're
      </p>
      <p begin="00:07:58.08" end="00:07:59.55" style="1">
        bad physicians just because they
      </p>
      <p begin="00:07:59.55" end="00:08:00.54" style="1">
        don't have the tools
      </p>
      <p begin="00:08:00.54" end="00:08:01.71" style="1">
        and it takes times to see
      </p>
      <p begin="00:08:01.71" end="00:08:02.31" style="1">
        an expert.
      </p>
      <p begin="00:08:02.31" end="00:08:04.23" style="1">
        That's really the goal is really
      </p>
      <p begin="00:08:04.23" end="00:08:05.97" style="1">
        the screening earlier.
      </p>
      <p begin="00:08:05.97" end="00:08:08.51" style="1">
        Not necessarily diagnosis where
      </p>
      <p begin="00:08:08.51" end="00:08:09.54" style="1">
        you will not
      </p>
      <p begin="00:08:09.54" end="00:08:10.89" style="1">
        won't have to go to the doctor.
      </p>
      <p begin="00:08:10.89" end="00:08:12.06" style="1">
        That's not what we're trying
      </p>
      <p begin="00:08:12.06" end="00:08:12.96" style="1">
        to develop.
      </p>
      <p begin="00:08:12.96" end="00:08:14.49" style="1">
        We're trying to help physician
      </p>
      <p begin="00:08:14.49" end="00:08:16.16" style="1">
        with better screening tools.
      </p>
	  <p><br /><br /></p>
      <p begin="00:08:16.16" end="00:08:17.28" style="1">
        DR. JOHN WHYTE: What I love
      </p>
      <p begin="00:08:17.28" end="00:08:19.59" style="1">
        about this Dr. Bensoussan is
      </p>
      <p begin="00:08:19.59" end="00:08:21.51" style="1">
        you're talking about the power
      </p>
      <p begin="00:08:21.51" end="00:08:22.56" style="1">
        of voice.
      </p>
      <p begin="00:08:22.56" end="00:08:25.42" style="1">
        Yet as physicians,
      </p>
      <p begin="00:08:25.42" end="00:08:27.13" style="1">
        or known to interrupt patients
      </p>
      <p begin="00:08:27.13" end="00:08:28.45" style="1">
        after just a few minutes.
      </p>
      <p begin="00:08:28.45" end="00:08:30.04" style="1">
        We tend to do most
      </p>
      <p begin="00:08:30.04" end="00:08:30.82" style="1">
        of the talking.
      </p>
      <p begin="00:08:30.82" end="00:08:33.52" style="1">
        And we don't really listen
      </p>
      <p begin="00:08:33.52" end="00:08:34.28" style="1">
        to them.
      </p>
      <p begin="00:08:34.28" end="00:08:35.47" style="1">
        Do you think this might re
      </p>
      <p begin="00:08:35.47" end="00:08:38.47" style="1">
        sensitize clinicians actually
      </p>
      <p begin="00:08:38.47" end="00:08:40.83" style="1">
        listening to their patients?
      </p>
	  <p><br /><br /></p>
      <p begin="00:08:40.83" end="00:08:41.66" style="1">
        DR. YAEL BENSOUSSAN:
      </p>
      <p begin="00:08:41.66" end="00:08:42.88" style="1">
        In my clinic
      </p>
      <p begin="00:08:42.88" end="00:08:44.56" style="1">
        I often make the patient repeat
      </p>
      <p begin="00:08:44.56" end="00:08:45.49" style="1">
        the story for me,
      </p>
      <p begin="00:08:45.49" end="00:08:46.99" style="1">
        then I have my students come in
      </p>
      <p begin="00:08:46.99" end="00:08:48.67" style="1">
        and I say listen to what they're
      </p>
      <p begin="00:08:48.67" end="00:08:49.21" style="1">
        going to say,
      </p>
      <p begin="00:08:49.21" end="00:08:51.52" style="1">
        and listen to the cues
      </p>
      <p begin="00:08:51.52" end="00:08:52.69" style="1">
        in their voice.
      </p>
      <p begin="00:08:52.69" end="00:08:53.95" style="1">
        So this in my practice
      </p>
      <p begin="00:08:53.95" end="00:08:55.81" style="1">
        is very intuitive.
      </p>
      <p begin="00:08:55.81" end="00:08:58.87" style="1">
        Again I'm really hoping.
      </p>
      <p begin="00:08:58.87" end="00:09:00.55" style="1">
        I think in medicine we really
      </p>
      <p begin="00:09:00.55" end="00:09:01.84" style="1">
        need to listen to patients.
      </p>
      <p begin="00:09:01.84" end="00:09:04.00" style="1">
        I think listen to what they say,
      </p>
      <p begin="00:09:04.00" end="00:09:06.64" style="1">
        listen to how they say it.
      </p>
      <p begin="00:09:06.64" end="00:09:07.84" style="1">
        And I always teach
      </p>
      <p begin="00:09:07.84" end="00:09:08.74" style="1">
        my medical student
      </p>
      <p begin="00:09:08.74" end="00:09:10.93" style="1">
        that a good clinical history is
      </p>
      <p begin="00:09:10.93" end="00:09:13.94" style="1">
        worth a million CT scans.
      </p>
	  <p><br /><br /></p>
      <p begin="00:09:13.94" end="00:09:14.98" style="1">
        DR. JOHN WHYTE: What tips
      </p>
      <p begin="00:09:14.98" end="00:09:17.98" style="1">
        if any, do you have for viewers
      </p>
      <p begin="00:09:17.98" end="00:09:21.01" style="1">
        that even now could maybe
      </p>
      <p begin="00:09:21.01" end="00:09:22.33" style="1">
        be on the lookout
      </p>
      <p begin="00:09:22.33" end="00:09:23.98" style="1">
        for certain changes
      </p>
      <p begin="00:09:23.98" end="00:09:26.41" style="1">
        in voice of loved ones,
      </p>
      <p begin="00:09:26.41" end="00:09:28.15" style="1">
        of spouses, of children,
      </p>
      <p begin="00:09:28.15" end="00:09:30.76" style="1">
        of elderly parents that might
      </p>
      <p begin="00:09:30.76" end="00:09:32.86" style="1">
        trigger the idea, "Hey
      </p>
      <p begin="00:09:32.86" end="00:09:35.08" style="1">
        maybe you might need to see
      </p>
      <p begin="00:09:35.08" end="00:09:35.85" style="1">
        a doctor?"
      </p>
	  <p><br /><br /></p>
      <p begin="00:09:35.85" end="00:09:36.68" style="1">
        DR. YAEL BENSOUSSAN:
      </p>
      <p begin="00:09:36.68" end="00:09:37.56" style="1">
        Well I would say,
      </p>
      <p begin="00:09:37.56" end="00:09:38.75" style="1">
        listen to your friends
      </p>
      <p begin="00:09:38.75" end="00:09:39.86" style="1">
        and families.
      </p>
      <p begin="00:09:39.86" end="00:09:42.26" style="1">
        I often see people in my office
      </p>
      <p begin="00:09:42.26" end="00:09:44.00" style="1">
        who say, well my wife told me
      </p>
      <p begin="00:09:44.00" end="00:09:45.47" style="1">
        that my voice changed so I'm
      </p>
      <p begin="00:09:45.47" end="00:09:46.46" style="1">
        here.
      </p>
      <p begin="00:09:46.46" end="00:09:47.57" style="1">
        Sometimes people listen
      </p>
      <p begin="00:09:47.57" end="00:09:48.86" style="1">
        to a change in their voice
      </p>
      <p begin="00:09:48.86" end="00:09:50.36" style="1">
        or with some diseases that are
      </p>
      <p begin="00:09:50.36" end="00:09:52.58" style="1">
        more neurological, people don't
      </p>
      <p begin="00:09:52.58" end="00:09:53.84" style="1">
        necessarily realize.
      </p>
      <p begin="00:09:53.84" end="00:09:54.72" style="1">
        So they'll tell me,
      </p>
      <p begin="00:09:54.72" end="00:09:56.45" style="1">
        well my friends are telling me
      </p>
      <p begin="00:09:56.45" end="00:09:58.73" style="1">
        that I speak differently,
      </p>
      <p begin="00:09:58.73" end="00:10:00.50" style="1">
        that my speech is slurred.
      </p>
      <p begin="00:10:00.50" end="00:10:01.70" style="1">
        So when people give you
      </p>
      <p begin="00:10:01.70" end="00:10:03.05" style="1">
        that feedback, that's really
      </p>
      <p begin="00:10:03.05" end="00:10:05.03" style="1">
        the time to come and see
      </p>
      <p begin="00:10:05.03" end="00:10:06.44" style="1">
        your physician.
      </p>
      <p begin="00:10:06.44" end="00:10:08.66" style="1">
        I hear, my voice is tired you
      </p>
      <p begin="00:10:08.66" end="00:10:10.10" style="1">
        know I see a lot of people
      </p>
      <p begin="00:10:10.10" end="00:10:11.57" style="1">
        and they're like, "Well my voice
      </p>
      <p begin="00:10:11.57" end="00:10:12.74" style="1">
        is not as strong."
      </p>
      <p begin="00:10:12.74" end="00:10:14.03" style="1">
        The voice can tell a lot
      </p>
      <p begin="00:10:14.03" end="00:10:16.25" style="1">
        about your health in general.
      </p>
      <p begin="00:10:16.25" end="00:10:17.64" style="1">
        And it's not necessarily.
      </p>
      <p begin="00:10:17.64" end="00:10:18.26" style="1">
        It doesn't mean
      </p>
      <p begin="00:10:18.26" end="00:10:19.25" style="1">
        that your vocal cords are
      </p>
      <p begin="00:10:19.25" end="00:10:20.13" style="1">
        injured it could mean
      </p>
      <p begin="00:10:20.13" end="00:10:21.95" style="1">
        a lot about your whole body
      </p>
      <p begin="00:10:21.95" end="00:10:22.62" style="1">
        system.
      </p>
	  <p><br /><br /></p>
      <p begin="00:10:22.62" end="00:10:23.66" style="1">
        DR. JOHN WHYTE: The power
      </p>
      <p begin="00:10:23.66" end="00:10:26.06" style="1">
        of voice relating
      </p>
      <p begin="00:10:26.06" end="00:10:27.38" style="1">
        to our overall health
      </p>
      <p begin="00:10:27.38" end="00:10:29.60" style="1">
        fascinating research.
      </p>
      <p begin="00:10:29.60" end="00:10:31.14" style="1">
        Dr. Bensoussan I want to thank
      </p>
      <p begin="00:10:31.14" end="00:10:31.97" style="1">
        you for all the work
      </p>
      <p begin="00:10:31.97" end="00:10:32.89" style="1">
        that you're doing here
      </p>
      <p begin="00:10:32.89" end="00:10:34.59" style="1">
        and sharing it with us today.
      </p>
      <p begin="00:10:34.59" end="00:10:36.47" style="1">
        We look forward to following it.
      </p>
	  <p><br /><br /></p>
      <p begin="00:10:36.47" end="00:10:36.83" style="1">
        DR. YAEL BENSOUSSAN: Thank you
      </p>
      <p begin="00:10:36.83" end="00:10:37.33" style="1">
        so much.
      </p>
      <p begin="00:10:37.33" end="00:10:40.36" style="1">
        [MUSIC PLAYING]
      </p>
      <p begin="00:10:40.36" end="00:10:43.00" style="1">
      </p>
    </div>
  </body>
</tt>