Speech Recognition(Fall 2022)

Administrative Matters

Instructor: Dr. Ying Shen (yingshen@tongji.edu.cn)

Evaluation: assignments (40%), project (50%), participation (10%)

Latest Notices

Submit your project and the report to asrtjsse@163.com

Lecture Slides

	Slides	Related Materials
	Introduction
	Speech signal analysis Assignment 1 due date:	DFT I DFT II
	HMM Assignment 2 due date:	HMM single Gaussian for isolated words apply EM algorithm (MATLAB codes)
	GMM Assignment 3 due date:
	CDHMM
	Lab 1 Lab 2 Lab 3 Lab 4	Kaldi toolkit yesno dataset data_thchs30 resource Windows下安装kaldi

Assignments

Notes:

1. Compress all files into a .zip file whose name is composed of student name and ID. (such as "ID_name_assignment1.zip")

2. Plagiarism is forbidden and resubmission will not be accepted.

3. All the documents you hand in, including comments in the source codes, should be in English.

4. Submit your solutions to canvas

Final Projects

Notes:

1. Compress all files into a .rar or .zip file whose name is composed of student name and ID (such as "ID_name_project.zip").

2. All the documents you hand in should be in English.

Requirement details for the program and the report:

Project contents

You can choose any related topics which you are interested in as your final project.

The team size should not be greater than 3 students.

Program (25 points)

You should submit your program for the final project and a readme file with instructions on how to run the program.

Report (35 points)

Your report should be written in English and contain the following contents:

1. Describe the problem you want to solve;

2. A survey on the selected topic and related methds;

3. The structure (or workflow) and functionality of your program;

4. Performance evaluation;

5. Advantages and disadvantages of your method;

Marking

Program:

Origninality of the selected topic or applied method (published since 2010) (5');

Performance (8')

Complexity(7')

Report:

1. (5'); 2. (8'); 3.(5'); 4. (7'); 5. (3'); Clarity (2')

Main References

《语音识别原理与应用》

洪青阳李琳

电子工业出版社

Other Related Materials

Spoken language processing: A guide to theory, algorithm and system development

Xuedong Huang, Alex Acero, Hsiao-wuen Hon

Kaldi语音识别实践

陈果果都家宇那兴宇张俊博

电子工业出版社

Created on: Sep. 11, 2018

Last updated on: Dec. 25, 2019