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Matt Oliverio, Shane Conceicao, and Sean Hanley
    Bell Laboratories designed in 1952 the
    "Audrey" system, which recognized digits
    spoken by a single voice.
   IBM demonstrated at the 1962 World's Fair its
    “Shoebox" machine, which could understand
    16 words spoken in English and solve
    arithmetic on voice command
   U.S. Department of Defense’s DARPA
    Speech Understanding Research (SUR)
    program in the 1970’s was responsible for
    Carnegie Melon’s Harpy system.
   Harpy could understand 1011 words
   Harpy was significant because it was the
    first to use beam search technology
   A predetermined number of best partial
    solutions are kept as candidates and it
    predicts how close it is to complete solution
   In the 1980’s speech recognition vocabulary
    jumped dramatically due to a new statistical
    method called the Hidden Markov Model
   Instead of using templates for words and
    looking for sound patterns, HMM took the
    probability of unknown sounds being words
   This gave the potential for speech recognition
    programs recognize an unlimited number of
    words
   Introduced in 1987 children could train the
    doll to respond to their voice
   http://www.youtube.com/watch?feature=play
    er_embedded&v=UkU9SbIictc
   In the 1990’s faster computers made it
    possible for ordinary people to have speech
    recognition software
   In 1990 Dragon Dictate came out for $9000
   Seven years later Dragon Naturally Speaking
    arrived for $695
   Could understand words at a natural speed
    but you had to train it for 45 minutes
   By 2001, computer speech recognition had
    topped out at 80 percent accuracy and
    progress seemed to stall until the end of the
    decade
   Google’s voice search app for the iPhone and
    Apple’s Siri brought speech recognition back
    to the forefront
   Interact with the calendar.
   Search contacts.
   Read and write messages
    (text and email).
   Interact with the Maps
    app and location services.
   Utilize search providers
   Can understand English
    (US, UK, Australia),
    French, German, and
    Japanese
   Mobile App that allows
    the user to speak one
    language into the
    phone and produces a
    verbal translation
   iPhone and Android
   Thai, Chinese, French,
    German, Iraqi,
    Japanese, Korean,
    Spanish,
    TagologEnglish
   German-Spanish
   Ford SYNC technology
    ◦   Music
    ◦   Directions
    ◦   Handsfree Calling
    ◦   http://www.youtube.com/watch?v=My
        IgbcdOliw
   Nuance Dragon NaturallySpeaking
    ◦ Audi, BMW, Fiat, Hyundai, Mercedes,
      Jaguar, Porsche, Volkswagen
    ◦ “One-Shot Destination Entry” and full
      control of the “infotainment system”
   Microphone on Kinect
   Start by saying “Xbox,”
    and then saying one of
    the commands on
    screen
   Understands English,
    French, German, Italian,
    Spanish, Japanese
   Minimal background
    noise, clarity important
   Medical
    ◦ Allow doctors to talk into patient’s file to record
      notes during examinations
   Court of Law
    ◦ Record and digitize court proceedings in real time
    ◦ Reduce time and cost, increase efficiency
   Educational
    ◦ Rapid text-to-speech, aiding kids with disabilities
    ◦ http://tinyurl.com/5wtl8wv
   Speeds up “writing”
   Improvements in spelling
   Beneficial for the
    handicapped
      Physically or Mentally
   Ability to multitask
      Frees up physical limitations of
       using one’s hands
   Inaccuracy
        Slang
        Homonyms
        Quiet environment
        Distinct delivery
   Requires learning commands
   “Speaking to the Paper”
      Professionalism
      Editing
   Expensive
   Do you feel that the pros outweigh the cons?
    Is it worth investing in this software despite
    current limitations?
   Does anyone have Siri? Does it actually help
    you?
   Would anyone prefer to use the speech-to-
    text software to write papers?

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Speech Recognition

  • 1. Matt Oliverio, Shane Conceicao, and Sean Hanley
  • 2. Bell Laboratories designed in 1952 the "Audrey" system, which recognized digits spoken by a single voice.  IBM demonstrated at the 1962 World's Fair its “Shoebox" machine, which could understand 16 words spoken in English and solve arithmetic on voice command
  • 3.
  • 4. U.S. Department of Defense’s DARPA Speech Understanding Research (SUR) program in the 1970’s was responsible for Carnegie Melon’s Harpy system.  Harpy could understand 1011 words  Harpy was significant because it was the first to use beam search technology  A predetermined number of best partial solutions are kept as candidates and it predicts how close it is to complete solution
  • 5. In the 1980’s speech recognition vocabulary jumped dramatically due to a new statistical method called the Hidden Markov Model  Instead of using templates for words and looking for sound patterns, HMM took the probability of unknown sounds being words  This gave the potential for speech recognition programs recognize an unlimited number of words
  • 6. Introduced in 1987 children could train the doll to respond to their voice  http://www.youtube.com/watch?feature=play er_embedded&v=UkU9SbIictc
  • 7. In the 1990’s faster computers made it possible for ordinary people to have speech recognition software  In 1990 Dragon Dictate came out for $9000  Seven years later Dragon Naturally Speaking arrived for $695  Could understand words at a natural speed but you had to train it for 45 minutes
  • 8. By 2001, computer speech recognition had topped out at 80 percent accuracy and progress seemed to stall until the end of the decade  Google’s voice search app for the iPhone and Apple’s Siri brought speech recognition back to the forefront
  • 9. Interact with the calendar.  Search contacts.  Read and write messages (text and email).  Interact with the Maps app and location services.  Utilize search providers  Can understand English (US, UK, Australia), French, German, and Japanese
  • 10. Mobile App that allows the user to speak one language into the phone and produces a verbal translation  iPhone and Android  Thai, Chinese, French, German, Iraqi, Japanese, Korean, Spanish, TagologEnglish  German-Spanish
  • 11. Ford SYNC technology ◦ Music ◦ Directions ◦ Handsfree Calling ◦ http://www.youtube.com/watch?v=My IgbcdOliw  Nuance Dragon NaturallySpeaking ◦ Audi, BMW, Fiat, Hyundai, Mercedes, Jaguar, Porsche, Volkswagen ◦ “One-Shot Destination Entry” and full control of the “infotainment system”
  • 12. Microphone on Kinect  Start by saying “Xbox,” and then saying one of the commands on screen  Understands English, French, German, Italian, Spanish, Japanese  Minimal background noise, clarity important
  • 13. Medical ◦ Allow doctors to talk into patient’s file to record notes during examinations  Court of Law ◦ Record and digitize court proceedings in real time ◦ Reduce time and cost, increase efficiency  Educational ◦ Rapid text-to-speech, aiding kids with disabilities ◦ http://tinyurl.com/5wtl8wv
  • 14. Speeds up “writing”  Improvements in spelling  Beneficial for the handicapped  Physically or Mentally  Ability to multitask  Frees up physical limitations of using one’s hands
  • 15. Inaccuracy  Slang  Homonyms  Quiet environment  Distinct delivery  Requires learning commands  “Speaking to the Paper”  Professionalism  Editing  Expensive
  • 16. Do you feel that the pros outweigh the cons? Is it worth investing in this software despite current limitations?  Does anyone have Siri? Does it actually help you?  Would anyone prefer to use the speech-to- text software to write papers?

Notas del editor

  1. - Avgvocab of a 3 year old-Beam search is an optimization of best-first search that reduces its memory requirements