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Acoustical and Environmental Robustness in Automatic Speech Recognition
Alejandro Acero
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Description for Acoustical and Environmental Robustness in Automatic Speech Recognition
hardcover. Builds on the techniques of spectral subtraction and spectral normalization, which were developed to enhance the quality of degraded speech for human listeners. This book describes and explains the compensation algorithms that have been developed to compensate for these types of environmental degradation. Series: The Springer International Series in Engineering and Computer Science. Num Pages: 186 pages, biography. BIC Classification: PHDS; TJK. Category: (P) Professional & Vocational; (UP) Postgraduate, Research & Scholarly. Dimension: 241 x 166 x 18. Weight in Grams: 328.
The need for automatic speech recognition systems to be robust with respect to changes in their acoustical environment has become more widely appreciated in recent years, as more systems are finding their way into practical applications. Although the issue of environmental robustness has received only a small fraction of the attention devoted to speaker independence, even speech recognition systems that are designed to be speaker independent frequently perform very poorly when they are tested using a different type of microphone or acoustical environment from the one with which they were trained. The use of microphones other than a "close talking" ... Read more
The need for automatic speech recognition systems to be robust with respect to changes in their acoustical environment has become more widely appreciated in recent years, as more systems are finding their way into practical applications. Although the issue of environmental robustness has received only a small fraction of the attention devoted to speaker independence, even speech recognition systems that are designed to be speaker independent frequently perform very poorly when they are tested using a different type of microphone or acoustical environment from the one with which they were trained. The use of microphones other than a "close talking" ... Read more
Product Details
Format
Hardback
Publication date
1992
Publisher
Springer United States
Number of pages
186
Condition
New
Series
The Springer International Series in Engineering and Computer Science
Number of Pages
186
Place of Publication
Dordrecht, Netherlands
ISBN
9780792392842
SKU
V9780792392842
Shipping Time
Usually ships in 15 to 20 working days
Ref
99-15
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