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System for Emotion Detection in given speech data using joint modelling of hand crafted prosody rich features , MFCC features and LSTM based neural embedding

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4_Emotion_Case

4_Emotion_Case

 
 

Ravdess_Dataset

Ravdess_Dataset

 
 

Audio_Feature_Extraction.py

Audio_Feature_Extraction.py

 
 

DNN.py

DNN.py

 
 

Experiments.ods

Experiments.ods

 
 

Experiments.pdf

Experiments.pdf

 
 

MFCC_emo_det.py

MFCC_emo_det.py

 
 

README.md

README.md

 
 

extract_lpccs.sci

extract_lpccs.sci

 
 

move_stuff.py

move_stuff.py

 
 

prosody_features.m

prosody_features.m

 
 

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Emotion-Detection-in-speech-Acoustic-and-Neural-Features

System for Emotion Detection in given speech data using joint modelling of hand crafted prosody rich features , MFCC features and LSTM based neural embedding

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System for Emotion Detection in given speech data using joint modelling of hand crafted prosody rich features , MFCC features and LSTM based neural embedding

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  • Python 89.8%
  • MATLAB 8.4%
  • Scilab 1.8%