Automatic Speech Recognition - Edukite

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5/15/2019

Automatic Speech Recognition - Edukite

HOME / COURSE / TECHNOLOGY / AUTOMATIC SPEECH RECOGNITION

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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Automatic Speech Recognition - Edukite

LEVEL 2 - CERTIFICATE COURSE BADGE COURSE CERTIFICATE

   23

NUMBER OF UNITS NUMBER OF QUIZZES

0

9 HOURS, 16 MINUTES

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CURRICULUM

REVIEWS

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.

Certification Edukite courses are free to study. To successfully complete a course you must submit all the assignment of the course as part of assessment. Upon successful completion of a course, you can choose to make your achievement formal by obtaining your Certi cate at a cost of £49. Having an Of cial Edukite Certi cation is a great way to celebrate and share your success. You can: Add the certi cate to your CV or resume and brighten up your career Show it to prove your success https://edukite.org/course/automatic-speech-recognition/

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Automatic Speech Recognition - Edukite

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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5/15/2019

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

4.7   8 ratings

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Automatic Speech Recognition - Edukite

5 STARS

0

4 STARS

0

3 STARS

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2 STARS

0

1 STARS

0

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