Speaker independent emotion recognition
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Updated
Jun 26, 2024 - Python
Speaker independent emotion recognition
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
A Speech Emotion Recognition project using CREMA, RAVDESS, SAVEE, and TESS datasets. Implements machine learning techniques to classify emotions from speech.
S3PRL for Speech Emotion Recognition (see s3prl > downstream)
This project is about Speech Emotion Recognition using machine learning models
[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".
语音感情识别
This API utilizes a pre-trained model for emotion recognition from audio files. It accepts audio files as input, processes them using the pre-trained model, and returns the predicted emotion along with the confidence score. The API leverages the FastAPI framework for easy development and deployment.
Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
[ICASSP 2024] Emotion Neural Transducer for Fine-Grained Speech Emotion Recognition
Champion at Brainhack TIL 2022: Team 8000SGD_CAT
Speech Emotion Recognition api using models trained based on gender using TESS, RAVDESS, CREMAD, SAVEE Datasets with an avg. accuracy of 85%
the implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks
Prosody-Aware Graph Neural Networks for Speech Emotion Recognition
a semi-supervised framework for SER tasks by utilizing clustering pseudo labeling technique
The PyTorch implementation of the additional temporal modeling on the DeepEmoCluster framework
The Real-Time Speech Emotion Recognition Bot leverages OpenAI Whisper, Streamlit to analyze and identify emotions in spoken language in real-time.
[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Speech emotion recognition using CNN LSTM networks
Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information
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