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Automatic Speech Recognition - Edukite
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Automatic Speech Recognition ( 8 REVIEWS )
698 STUDENTS
The purpose of the course is to introduce you to the rapidly growing eld automatic speech recognition. The course is …
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LEVEL 2 - CERTIFICATE COURSE BADGE COURSE CERTIFICATE
23
NUMBER OF UNITS NUMBER OF QUIZZES
0
9 HOURS, 16 MINUTES
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The purpose of the Automatic Speech Recognition course is to introduce you to the rapidly growing eld automatic speech recognition. The course is sectioned into three parts. The rst part teaches the background material in the acoustic theory of speech production, acoustic-phonetics, and signal representation while the second part deals with the algorithmic aspects of speech recognition systems including pattern classi cation, search algorithms, stochastic modelling, and language modelling techniques. Finally, the last section describes advanced techniques used for acousticphonetic modelling, robust speech recognition, speaker adaptation, processing paralinguistic information, speech understanding, and multimodal processing. You will also learn to compare and contrast the various approaches to speech recognition.
Assessment This course does not involve any written exams. Students need to answer 5 assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Each answer need to be 200 words (1 Page). Once the answers are submitted, the tutor will check and assess the work.
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Course Credit: MIT
COURSE CURRICULUM
Module 01
Course Overview
00:27:00
Acoustic Theory of Speech Production
00:20:00
Speech Sounds
00:22:00
Signal Representation
00:28:00
Vector Quantization
00:30:00
Pattern Classi cation (1)
00:30:00
Pattern Classi cation (2)
00:26:00
Search
00:25:00
Hidden Markov Modeling (1)
00:28:00
Language Modeling
00:28:00
Guest Lecture by Karen Livescu Graphical Models Quiz 1
00:26:00
Module 02
Guest Lecture by Rita Singh Hidden Markov Modeling (2)
00:26:00
Guest Lecture by Rita Singh Hidden Markov Modeling (3)
00:29:00
Segment-Based ASR
00:24:00
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Automatic Speech Recognition - Edukite
Guest Lecture by Lee Hetherington Finite State Transducers
00:28:00
Acoustic-Phonetic Modeling
00:25:00
Robust ASR (1)
00:27:00
Guest Lecture by Timothy Hazen Robust ASR (2)
00:29:00
Guest Lecture by Timothy Hazen Adaptation
00:27:00
Speech Understanding
00:23:00
Guest Lecture by Timothy Hazen Paralinguistic Information
00:28:00
Assessment
Submit Your Assignment
00:00:00
Certi cation
00:00:00
COURSE REVIEWS
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https://edukite.org/course/automatic-speech-recognition/
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Automatic Speech Recognition - Edukite
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