{"id":1092,"date":"2016-11-15T19:57:41","date_gmt":"2016-11-15T19:57:41","guid":{"rendered":"http:\/\/www.inspirenignite.com\/anna-university\/?p=1092"},"modified":"2019-07-17T13:50:41","modified_gmt":"2019-07-17T13:50:41","slug":"anna-university-b-tech-ece-r13-7th-sem-speech-processing-syllabus","status":"publish","type":"post","link":"https:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-ece-r13-7th-sem-speech-processing-syllabus\/","title":{"rendered":"Anna University B.Tech ECE (R13) 7th Sem Speech Processing Syllabus"},"content":{"rendered":"<p>Speech Processing for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course.<\/p>\n<p>The detailed syllabus for Speech Processing B.Tech (R13) seventhsem is as follows<\/p>\n<p><strong>OBJECTIVES:<\/strong><\/p>\n<ul>\n<li>To introduce speech production and related parameters of speech.<\/li>\n<li>To show the computation and use of techniques such as short time Fourier transform, linear predictive coefficients and other coefficients in the analysis of speech.<\/li>\n<li>To understand different speech modeling procedures such as Markov and their implementation issues.<\/li>\n<\/ul>\n<p><strong>UNIT I : BASIC CONCEPTS \u00a0<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0[10 hours]<br \/>\nSpeech Fundamentals: Articulatory Phonetics \u2013 Production and Classification of Speech Sounds; Acoustic Phonetics \u2013 Acoustics of speech production; Review of Digital Signal Processing concepts; Short-Time Fourier Transform, Filter-Bank and LPC Methods.<\/p>\n<p><strong>UNIT II: \u00a0SPEECH ANALYSIS<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0[10 hours]<br \/>\nFeatures, Feature Extraction and Pattern Comparison Techniques: Speech distortion measures\u2013 mathematical and perceptual \u2013 Log\u2013Spectral Distance, Cepstral Distances, Weighted Cepstral Distances and Filtering, Likelihood Distortions, Spectral Distortion using a Warped Frequency Scale, LPC, PLP and MFCC Coefficients, Time Alignment and Normalization \u2013 Dynamic Time Warping, Multiple Time \u2013 Alignment Paths.<\/p>\n<p><strong>UNIT III : SPEECH MODELING<\/strong> \u00a0 \u00a0 \u00a0 \u00a0 \u00a0\u00a0\u00a0[8 hours]<br \/>\nHidden Markov Models: Markov Processes, HMMs \u2013 Evaluation, Optimal State Sequence \u2013 Viterbi Search, Baum-Welch Parameter Re-estimation, Implementation issues.<\/p>\n<p style=\"text-align: center\"><a href=\"https:\/\/play.google.com\/store\/apps\/details?id=ini.istudy\" target=\"_blank\" rel=\"noopener\"><strong>Download iStudy\u00a0Android\u00a0App for complete Anna University syllabus, results, timetables and all other updates. There are no ads and no pdfs and will make your life way easier.<\/strong><\/a><\/p>\n<p><strong>TOTAL: 45 PERIODS<\/strong><\/p>\n<p><strong> OUTCOMES:<\/strong> Upon completion of the course, students will be able to:<\/p>\n<ul>\n<li>Model speech production system and describe the fundamentals of speech.<\/li>\n<li>Extract and compare different speech parameters.<\/li>\n<li>Choose an appropriate statistical speech model for a given application.<\/li>\n<li>Design a speech recognition system.<\/li>\n<li>Use different speech synthesis techniques.<\/li>\n<\/ul>\n<p><strong>TEXTBOOKS:<\/strong><\/p>\n<ul>\n<li>Lawrence Rabiner and Biing-Hwang Juang, \u201cFundamentals of Speech Recognition\u201d, Pearson\u00a0Education, 2003.<\/li>\n<li>Daniel Jurafsky and James H Martin, \u201cSpeech and Language Processing \u2013 An Introduction to\u00a0Natural Language Processing, Computational Linguistics, and Speech Recognition\u201d, Pearson Education, 2002.<\/li>\n<li>Frederick Jelinek, \u201cStatistical Methods of Speech Recognition\u201d, MIT Press, 1997.<\/li>\n<\/ul>\n<p><strong>REFERENCES:<\/strong><\/p>\n<ul>\n<li>Steven W. Smith, \u201cThe Scientist and Engineer\u201fs Guide to Digital Signal Processing\u201d, California Technical Publishing, 1997.<\/li>\n<li>Thomas F Quatieri, \u201cDiscrete-Time Speech Signal Processing \u2013 Principles and Practice\u201d, Pearson Education, 2004.<\/li>\n<li>Claudio Becchetti and Lucio Prina Ricotti, \u201cSpeech Recognition\u201d, John Wiley and Sons, 1999.<\/li>\n<li>Ben Gold and Nelson Morgan, \u201cSpeech and Audio Signal Processing, Processing and Perception of Speech and Music\u201d, Wiley- India Edition, 2006.<\/li>\n<\/ul>\n<p>For all other B.Tech ECE 7th sem syllabus go to <a href=\"http:\/\/www.inspirenignite.com\/anna-university\/anna-university-b-tech-electronics-and-communication-engineering-7th-sem-course-structure-for-r13-batch\/\">Anna University B.Tech ELECTRONICS AND COMMUNICATION ENGINEERING (ECE) 7th Sem Course Structure for (R13) Batch.<\/a>All details and yearly new syllabus will be updated here time to time. Subscribe, like us on facebook and follow us on google plus for all updates.<\/p>\n<p>Do share with friends and in case of questions please feel free drop a comment.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Speech Processing for B.Tech 7th sem is covered here. This gives the details about credits, number of hours and other details along with reference books for the course. The detailed [&hellip;]<\/p>\n","protected":false},"author":2259,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1092","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/1092","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/users\/2259"}],"replies":[{"embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/comments?post=1092"}],"version-history":[{"count":2,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/1092\/revisions"}],"predecessor-version":[{"id":10872,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/posts\/1092\/revisions\/10872"}],"wp:attachment":[{"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/media?parent=1092"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/categories?post=1092"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.inspirenignite.com\/anna-university\/wp-json\/wp\/v2\/tags?post=1092"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}