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In-ear microphone speech data recognition using HMMs

In-ear microphone speech data recognition using HMMs
In-ear microphone speech data recognition using HMMs
Many applications requiring detection and identification of speech while in high noise environments can be commonly found in factory, automobile, aircraft or other settings. In such conditions, collecting speech at other locations than the mouth may lead to speech of better quality than can be obtained at the mouth. Our study focuses on a COTS foamincased in-ear microphone device well suited for multiple users and various environments. We present results obtained with a basic DHMM recognizer implemented on a seven isolated words vocabulary
1424435343
268-272
Institute of Electrical and Electronics Engineers
Kurcan, R.S.
e627a564-afd4-48c1-8691-984ad74f4047
Fargues, M.P.
9c73867d-327e-461f-8d6f-afdd0d639020
Vaidyanathan, R.
f062a7b1-fc7e-4227-9e1b-ca0b61330237
Kurcan, R.S.
e627a564-afd4-48c1-8691-984ad74f4047
Fargues, M.P.
9c73867d-327e-461f-8d6f-afdd0d639020
Vaidyanathan, R.
f062a7b1-fc7e-4227-9e1b-ca0b61330237

Kurcan, R.S., Fargues, M.P. and Vaidyanathan, R. (2006) In-ear microphone speech data recognition using HMMs. In Proceedings of the IEE 12th Digital Signal Processing Workshop, 4th Signal Processing Education Workshop. Institute of Electrical and Electronics Engineers. pp. 268-272 . (doi:10.1109/DSPWS.2006.265388).

Record type: Conference or Workshop Item (Paper)

Abstract

Many applications requiring detection and identification of speech while in high noise environments can be commonly found in factory, automobile, aircraft or other settings. In such conditions, collecting speech at other locations than the mouth may lead to speech of better quality than can be obtained at the mouth. Our study focuses on a COTS foamincased in-ear microphone device well suited for multiple users and various environments. We present results obtained with a basic DHMM recognizer implemented on a seven isolated words vocabulary

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More information

Published date: 2006
Venue - Dates: IEE 12th Digital Signal Processing Workshop, 4th Signal Processing Education Workshop, 2006-09-24 - 2006-09-27

Identifiers

Local EPrints ID: 45657
URI: https://eprints.soton.ac.uk/id/eprint/45657
ISBN: 1424435343
PURE UUID: 4fe5718c-1069-4c5c-b587-bf3a3c75aa74

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Date deposited: 16 Apr 2007
Last modified: 13 Mar 2019 21:05

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