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5 search results found

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Speaker Identification ⭐ 76

A program for automatic speaker identification using deep learning techniques.

Convolutionaneuralnetworkstoenhancecodedspeech ⭐ 22

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral domain features. The proposed postprocessors in both domains are evaluated for various narrowband and wideband speech codecs in a wide range of conditions

Basicsmusicalinstrumclassifi ⭐ 16

Basics of Musical Instruments Classification using Machine Learning

Spoken Language Identification ⭐ 6

Implement a GRU/LSTM model using Keras, and train it to classify the languages using MFCC features

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