Audio Processing and Speech Recognition
Sen, Soumya, Dutta, Anjan, Dey, Nilanjan
Produktnummer:
1892dbff45bef249919e6394503dfa09a1
Autor: | Dey, Nilanjan Dutta, Anjan Sen, Soumya |
---|---|
Themengebiete: | Audio Indexing Automatic speech recognition Classic Information Retrieval problem Feature extraction Hidden Markov Model(HMM) Large vocabulary continuous speech recognition Linear prediction coding Mel frequency Cepstral Coefficient Neural network and speech recognition Phonetic search |
Veröffentlichungsdatum: | 20.02.2019 |
EAN: | 9789811360978 |
Sprache: | Englisch |
Seitenzahl: | 96 |
Produktart: | Kartoniert / Broschiert |
Verlag: | Springer Singapore |
Untertitel: | Concepts, Techniques and Research Overviews |
Produktinformationen "Audio Processing and Speech Recognition"
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.

Sie möchten lieber vor Ort einkaufen?
Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.
Juristische Fachbuchhandlung
Georg Blendl
Parcellistraße 5 (Maxburg)
8033 München
Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen