Tokunbo Ogunfunmi,
Roberto Togneri,
Madihally (Sim) Narasimha
Speech and Audio Processing for Coding, Enhancement and Recognition
Gebonden Engels 2014 2015e druk 9781493914555Levertijd ongeveer 9 werkdagen
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Samenvatting
This book describes the basic principles underlying the generation, coding, transmission and enhancement of speech and audio signals, including advanced statistical and machine learning techniques for speech and speaker recognition with an overview of the key innovations in these areas. Key research undertaken in speech coding, speech enhancement, speech recognition, emotion recognition and speaker diarization are also presented, along with recent advances and new paradigms in these areas.
Specificaties
ISBN13:9781493914555
Taal:Engels
Bindwijze:gebonden
Aantal pagina's:345
Uitgever:Springer New York
Druk:2015
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Inhoudsopgave
<p>From ‘Harmonic Telegraph’ to Cellular Phones.- Challenges in Speech Coding Research.- Recent Speech Coding Technologies and Standards.- Ensemble Learning Approaches in Speech Recognition.- Dynamic and Deep Networks For Speech Modeling and Recognition.- Speech Based Emotion Recognition.- Speaker Diarization: Challenges and Emerging Research.- Maximum a posteriori spectral estimation with source log-spectral priors for multichannel speech enhancement.- Modulation Processing for Speech Enhancement.</p>
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