Incorporating Knowledge Sources into Statistical Speech Recognition E-Book

Sakriani Sakti

• Herausgeber: Springer US
• Kategorie: Wissenschaft und neue Technologien
• Serie: Lecture Notes in Electrical Engineering
• Sprache: Englisch

Veröffentlichungsjahr: 2009

Beschreibung

Incorporating Knowledge Sources into Statistical Speech Recognition addresses the problem of developing efficient automatic speech recognition (ASR) systems, which maintain a balance between utilizing a wide knowledge of speech variability, while keeping the training / recognition effort feasible and improving speech recognition performance. The book provides an efficient general framework to incorporate additional knowledge sources into state-of-the-art statistical ASR systems. It can be applied to many existing ASR problems with their respective model-based likelihood functions in flexible ways.