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Need help for emotion recognition

Open ScreamShiv opened this issue 6 years ago • 8 comments

Please give a modification for extracting emotions from an unknown audio file.

ScreamShiv avatar Jun 28 '18 09:06 ScreamShiv

How to extract features using OpenSmile ?

Sehaba95 avatar Jun 28 '18 09:06 Sehaba95

please provide a description of emotion extraction using this module of yours

ScreamShiv avatar Jun 28 '18 11:06 ScreamShiv

please give me a method to extract emotions from unknown audio file.

On Thu, Jun 28, 2018 at 3:17 PM, Sehaba Amine [email protected] wrote:

How to extract features using OpenSmile ?

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ScreamShiv avatar Jun 28 '18 11:06 ScreamShiv

You have to install OpenSmile and below there is a book and a tutorial on LinkedIn on how to install it: Book :openSMILE (the Munich open Speech and Music Interpretation by Large Space Extraction toolkit) Tutorial :Opensmile Toolkit Quick Setup

Good luck

Sehaba95 avatar Jun 28 '18 19:06 Sehaba95

Hello, may i know is the input .csv file created by openSmile? Or you have rewrite the MFCC feature extract by openSmile into .csv file? Or you create the Custom Configure File by yourself that can extract the all MFCC feature in SAVEE into .csv file? Because i just find out can extract MFCC features of one .wav file into HTK parameter file format only. Or actually have any ways to do it, but i did't find out yet? Can give my suggestion how to obtain the input .csv file that you get? Thank You very much

Hooi0103 avatar Mar 31 '20 09:03 Hooi0103

Hello @Hooi0103,

For the .csv file, I have created a custom shell and Python scripts that create it. For the Shell script: it loops over all the audio file in the SAVEE dataset and for each file it execute the OpenSmile command line to create the MFCC file and then, execute the Python script and give as input the name of the created file. In this script, it open the created file, and go to a specific line and copy the MFCC feature and paste it into the .csv file.

I wish that the response was clear.

Sehaba95 avatar Apr 02 '20 00:04 Sehaba95

Thank you, @Sehaba95 . Can i know you do it in Unix, Linux or Window?

Hooi0103 avatar Apr 02 '20 06:04 Hooi0103

I use Ubuntu 18.04

Sehaba95 avatar Apr 12 '20 20:04 Sehaba95