Automatic Speech Recognition
Language: en
Pages: 321
Authors: Dong Yu, Li Deng
Categories: Technology & Engineering
Type: BOOK - Published: 2016-09-10 - Publisher: Springer

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to
Deep Learning Approaches for Spoken and Natural Language Processing
Language: en
Pages: 171
Authors: Virender Kadyan, Amitoj Singh, Mohit Mittal, Laith Abualigah
Categories: Computational intelligence
Type: BOOK - Published: 2021 - Publisher: Springer Nature

This book provides insights into how deep learning techniques impact language and speech processing applications. The authors discuss the promise, limits and the new challenges in deep learning. The book covers the major differences between the various applications of deep learning and the classical machine learning techniques. The main objective
Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning
Language: en
Pages: 200
Authors: Lei Deng, Kaushik Roy, Huajin Tang
Categories: Science
Type: BOOK - Published: 2021-05-05 - Publisher: Frontiers Media SA

Books about Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning
Automatic Speech Recognition
Language: en
Pages: 321
Authors: Dong Yu, Li Deng
Categories: Technology & Engineering
Type: BOOK - Published: 2014-11-11 - Publisher: Springer

This book provides a comprehensive overview of the recent advancement in the field of automatic speech recognition with a focus on deep learning models including deep neural networks and many of their variants. This is the first automatic speech recognition book dedicated to the deep learning approach. In addition to
Computational Analysis of Sound Scenes and Events
Language: en
Pages: 422
Authors: Tuomas Virtanen, Mark D. Plumbley, Dan Ellis
Categories: Technology & Engineering
Type: BOOK - Published: 2017-09-21 - Publisher: Springer

This book presents computational methods for extracting the useful information from audio signals, collecting the state of the art in the field of sound event and scene analysis. The authors cover the entire procedure for developing such methods, ranging from data acquisition and labeling, through the design of taxonomies used