| 英文摘要 |
Speech is the most natural means of communication among humans. It also plays a critical role in enhancing human-machine communication. In this course, we attempt to cover all fundamental aspects of digital speech processing, including both theoretical and practical topics, starting with the acoustics of speech sounds, followed by speech analysis and parameter extraction, speech modeling, theory of linear prediction and hidden Markov models. Finally speech applications, including speech coding, synthesis, recognition and verification, will also be introduced. The linkage to acoustics and language processing will also be discussed, including topics on language modeling and microphone arrays. MATLAB demos will be used in class for illustration. Some homework exercises will also be provided for after-class learning. |
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