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Cutting-Edge Speech Processing Techniques and Applications

Dive into the fundamentals of speech processing, from review of DSP concepts to speech synthesis and recognition using ANN and HMM. Explore spectrogram reading, speech compression, and enhancement methods in this comprehensive guide.

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Cutting-Edge Speech Processing Techniques and Applications

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  1. Speech Processing

  2. Speech Processing: • Text: • Spoken language processing • Huang, Acero, Hon, Prentice Hall, 2000 • Discrete time processing of speech Signals • Deller,Proakis,Hansen,1993 • Fundamentals of speech recognition • Rabiner,Juang,1993 • Advances in speech signal processing • Furui,Sondhi,1991 Home Page: http://ce.sharif.edu/~ce967

  3. Speech Processing: • Marking Scheme: • Homework: 20% • Project : 20% • Final1 (Open book) + final2 (Take Home): 60%

  4. Speech Processing: • Table Of Contents: • Review of DSP Concepts • Review of Probability and Stochastic Processes • Anatomy and Physiology of Speech Production System • Phonemics and Phonetics • Spectrogram Reading • Linear Prediction Analysis • Speech Compression • Waveform coding : • PCM,DPCM,ADPCM,DM • Vocoders • LP Vocoders

  5. Speech Processing: • …TOC: • Speech Synthesis (Text to Speech) • Concatenation Methods • Rule Based Methods • Klatt Method • Speech Quality Assessment (Subjective and Objective) • Speech Recognition (Speech to Text) • ANN • HMM • Speech Enhancement

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