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tess-dataset

Here are 4 public repositories matching this topic...

souradeepdutta / Speech-Emotion-Recognition-with-CNN-LSTM-CLSTM

This is a Speech Emotion Recognition system that classifies emotions from speech samples using deep learning models. Trained on CREMAD, RAVDESS, SAVEE, and TESS datasets using CNN, LSTM, and CLSTM architectures.

machine-learning deep-learning cnn lstm human-computer-interaction convolutional-lstm clstm speech-emotion-recognition ravdess-dataset speech-emotion-classification tess-dataset savee-dataset crema-d-dataset

Updated Nov 22, 2024
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zubiiabbasi / speech-emotion-gradcam

TESS speech emotion recognition with log-mel CNNs, speaker-independent train (OAF) / test (YAF), SpecAugment-style augmentation, Grad-CAM explainability, and a small Whisper+TF‑IDF text baseline showing emotion isn’t in transcripts alone.

machine-learning computer-vision deep-learning tensorflow grad-cam artificial-intelligence tf-idf convolutional-neural-networks audio-classification librosa data-augmentation ccn speech-emotion-recognition explainable-ai mel-spectrogram tess-dataset speaker-independent-evaluation

Updated May 10, 2026
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Chiranthan7 / Speech-Emotion-Recognition-using-ML

Deep learning pipeline for speech emotion recognition on the TESS dataset using MFCC features and an LSTM classifier. 98.81% test accuracy.

deep-learning tensorflow keras lstm mfcc audio-classification speech-emotion-recognition tess-dataset

Updated May 10, 2026
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yhfie / emotion-recognition-audio-streamlit

My team's Machine Learning final group project about emotion classification web app to help newbie actors to act based on given scripts and emotions

emotion-recognition ravdess-dataset audio-machine-learning tess-dataset

Updated Jul 15, 2024
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