Audio Processing and Speech Recognition is popular PDF and ePub book, written by Soumya Sen in 2019-01-30, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Audio Processing and Speech Recognition can be Read Online from any device for your convenience.
Audio Processing and Speech Recognition Book PDF Summary
This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.
Detail Book of Audio Processing and Speech Recognition PDF
- Author : Soumya Sen
- Release : 30 January 2019
- Publisher : Springer
- ISBN : 9789811360985
- Genre : Technology & Engineering
- Total Page : 96 pages
- Language : English
- PDF File Size : 15,8 Mb
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