27
Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

  • Upload
    others

  • View
    3

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Assistive Devices for the Hearing impaired - Past and Present

Dr. Ifat Yasin

UCL Department of Computer Science

Page 2: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Overview

• Hearing

• Intervention/Devices/Assistive Technologies

• Current Challenges

• My research

• Emerging Technologies

Page 3: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Hearing

Page 4: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

World Health Organisation (WHO) Statistics

- will affect most

- even greater problem in developing world

World Statistics

Page 5: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

What is a hearing impairment?

Possible Loci:

• Outer• Middle• Inner• Neural

Page 6: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Audiometry -> Audiogram

Sound Frequency (Hz)

Sou

nd

Lev

el (

dB

) Typical/normal Hearing

Page 7: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Assistive devices

Page 8: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

1600s – early 1800

King John VI of Portugal 1819

Page 9: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Late 1800’s – Early 1900s

Page 10: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Helen Keller (1880 –1968)

• Blind & hearing impaired from 19 months

• Author

• Activist

• Lecturer

• Attitudes, schooling, sign language

“Blindness separates people from things”

“Deafness separates people from people”

Page 11: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Alexander Graham Bell

Inventor of the telephone patented 1876 ……

• Bell's father, grandfather, brother- work on speech production for hearing impaired

• Bell’s mother and wife were profoundly hearing impaired

• Bell’s experiments with a hearing device for his wife Telephone

Page 12: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

1930s

Page 13: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

1950

Page 14: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Hearing aid use low: Attitudes - 1952

Page 15: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Eleanor Roosevelt

Page 16: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

History: Variety/miniaturisation

Vs.

Image accessed (28/2/17): http://www.besthearingaidguide.com/h_history.html

Hearing Aids: Software problem

Page 17: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Current Challenges

Page 18: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

With a hearing aid: Listening to speech in noise can still be difficult

One of the most common problems reported by hearing aid users is that following speech in background noise is difficult.

Page 19: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

My Research

Page 20: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Hearing aid design

Factors affecting Speech perception in noise:

How many channels?

Type of Microphone?

Algorithms?

Signal Processing?

Limiting the output?

1 or 2 hearing aids?

Hearing aid: Input acoustic input can be separated into frequency bands (channels) for further processing

Page 21: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Afferent nerves

Need to think of the whole system: Ear + Brain

Attention (efferent fibres from higher brain regions)– helps with speech in noise

Acclimatisation: takes time for the brain to re-learn with amplified input (related to brain plasticity)

Speech in noise?: Some efferent fibres appear to be important for listening to speech in noise

Efferent nerves

Page 22: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Time (ms)

Effe

ren

t Ef

fect

Stimulus

o=250ms

d =125ms

Auditory psychophysics: time constants associated with auditory neural feedback

Feedback

Yasin, I., Drga, V., and Plack, C. J. (2014). “Effect of human auditory efferent feedback on cochlear gain and compression,” J. Neurosci. 12, 15319-15326.

Page 23: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Time constants associated with auditory neural feedback

The computational auditory signal processing and perception (CASP)model (Morten and Jepsen, 2011)

With Automatic Speech Recognition (ASR) systems

Time (ms)

Effe

ren

t Ef

fect

Stimulus

o=250ms

d =125ms

Signal processing strategies for: Hearing aids &Cochlear implants

Audio-visual integration

Page 24: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Emerging technologies

Page 25: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Cochlear Implants – “Bionic ear”

Page 26: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

Intelligent hearing aids

Communication between hearing aid and brain

Electroencephalography (EEG)

Page 27: Assistive Devices for the Hearing impaired - Past and Present€¦ · Assistive Devices for the Hearing impaired - Past and Present Dr. Ifat Yasin UCL Department of Computer Science

References/Factsheets/Videos:

World Health Organisation: Deafness and Hearing Loss (factsheet 300): http://www.who.int/mediacentre/factsheets/fs300/en/

World Health Organisation: Millions live with Hearing Loss (2013): http://www.who.int/pbd/deafness/news/Millionslivewithhearingloss.pdf

Edwards, B. (2007). “The future of hearing aid technology”, Trends in Amplification, 11, 31-45.

Yasin, I., Drga, V., and Plack, C. J. (2014). “Effect of human auditory efferent feedback on cochlear gain and compression,” J. Neurosci. 12, 15319-15326.