Speech and Audio Processing for Coding, Enhancement and Recognition

Softcover Nachdruck of the original 1. Auflage 2015
ISBN: 978-1-4939-4804-8
Verlag: Springer

Buch, Englisch, 345 Seiten, Previously published in hardcover, Format (B × H): 155 mm x 235 mm, Gewicht: 5387 g

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.

Zielgruppe

Professional/practitioner

Autoren/Hrsg.

Ogunfunmi, Tokunbo

Narasimha, Madihally (Sim)

Togneri, Roberto

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Tonsignalverarbeitung
• Technische Wissenschaften Sonstige Technologien | Angewandte Technik Signalverarbeitung, Bildverarbeitung, Scanning
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Spracherkennung, Sprachverarbeitung
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik Signalverarbeitung

Inhaltsverzeichnis

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.

Über Autor(innen)

Tokunbo Ogunfunmi is an Associate Professor of Electrical Engineering and an Associate Dean for Research and Fac. Dev. at Santa Clara University.

Roberto Togneri is a professor with the School of Electrical, Electronic and Computer Engineering at The University of Western Australia.

Madihally (Sim) Narasimha is a Senior Director of Technology at Qualcomm Inc.