EECS E6870 Speech Recognition Course outline / Speech Recognition EECS E6870 — Fall 2009 Course outline The Topic links will take you to the slides for that lecture. Slides for a lecture will be posted by 8pm the night before the lecture. The PDF links in the Readings column will take you to PDF versions of all required readings (i.e., if no PDF version is available for a paper, the paper is not required reading). Key for sources of readings: • [Holmes]: Speech Synthesis and Recognition, J.

Speech synthesis and recognition holmes pdf Speech recognition: extracting the linguistic content of the speech signal. Holmes, Speech Synthesis and Recognition. Download Ebook: speech synthesis and recognition in PDF Format, also available for mobile reader. Speech synthesis and recognition holmes pdf. Speech Synthesis And Recognition Holmes Pdf Writer. This article is about the year 1. MCMXXXV) was a common yearstarting on Tuesday (dominical letter F) of the Gregorian calendar, the 1. Common Era (CE) and Anno Domini (AD) designations, the 9. It will be made famous by Woody.

Holmes • [R+J]: Fundmentals of Speech Recognition, Rabiner, Juang • [J+M]: Speech and Language Processing, Jurafsky, Martin, 2nd ed. • [Jelinek]: Statistical Methods for Speech Recognition, Jelinek • [HAH]: Spoken Language Processing, Huang, Acero, Hon Lecture Date Topic Readings 1 2009-09-08 (). Optional: speech production: [Holmes] Ch. 2, [R+J] Sec.

2.1-2.4; speech perception: [Holmes] Ch. 29-36, [R+J] Sec. 3.5; speech capture: [HAH] p. 486-497; signal processing: [HAH] p.

201-223, 242-245, [R+J] p. 2 2009-09-15 ().. Required (): MFCC: [HAH] Sec. 6.5.2; LPC: [R+J] Sec. 3.3.1-3.3.3; PLP: [Gold+Morgan] Sec. 22.1-22.2; DTW: [Holmes] Sec. Optional: DTW: [R+J] p.

200-226, [Sakoe+Chiba] paper. 3 2009-09-22 (). Required (): GMM's: [Duda+Hart+Stork] p. 517-528, [HAH] p. 92-95; HMM's: [Holmes], p. 127-132, [HAH] p.

4 2009-09-29 (). Required (): HMM's: [Rabiner] 'A tutorial on HMM's', [Poritz] 'HMM's: A Guided Tour', [Holmes], p. 133-158, [HAH] p. 441-443, [Duda+Hart+Stork] p. 5 2009-10-06 (). Required (): N-gram's: [J+M] Ch.

Optional: [Chen+Goodman] paper. 6 2009-10-13 (). Required (): pronunciation modeling: [HAH] p. 428-436, [Holmes] p. 186-196; decision trees: [HAH] p. 175-189, [Duda+Hart+Stork] p. 7 2009-10-20 ().

Optional (): FST's: [Pereira+Riley] paper. 8 2009-10-27 (). Required (): [Mohri+Pereira+Riley] paper, [Aubert] paper. Optional: [Ney+Ortmanns] paper, [HAH] p. 608-630, [Aho+Sethi+Ullman] p.

2009-11-03 Election Day 9 2009-11-10 (). Required (): [HAH] p. 444-451 (MAP and MLLR); [HAH] p. 515-519 (spectral subtraction), p. 522-525 (CMR), p. 528-529 (retraining); [Leggetter+Woodland] paper, [Gales] paper (MLLR); [Gauvain+Lee] paper (MAP); [Acero+Stern] paper (CDCN); [Gales+Young] paper (PMC). 10 2009-11-17 ().

Optional (): class n-grams: [Brown] paper; grammatical LM's: [Chelba] paper; topic LM's: [Seymore] paper; maximum entropy and triggers: [Rosenfeld] paper; everything and a bag of chips: [Goodman] paper. 11 2009-11-24 ().

Required (): [Duda+Hart+Stork] p. 114-124 (LDA); [Povey+Woodland] paper (MMI); [Povey+Woodland] paper (MPE); [Mangu+Brill+Stolcke] paper (consensus decoding); [Fiscus] paper (ROVER system combination). 12 2009-12-01 (); (). Optional: None. 13 2009-12-08 Project presentations.

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With the growing impact of information technology on daily life, speech is becoming increasingly important for providing a natural means of communication between humans and machines. This extensively reworked and updated new edition of Speech Synthesis and Recognition is an easy-to-read introduction to current speech technology.