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The Top 23 Speech Emotion Recognition Open Source Projects

Open source projects categorized as Speech Emotion Recognition
Categories > Speech Emotion Recognition
Speech Emotion Analyzer ⭐ 1,155
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
most recent commit a year ago
Open Speech Corpora ⭐ 830
💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
most recent commit 2 years ago
Speech Emotion Recognition ⭐ 570
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
most recent commit a year ago
Emotion Recognition Using Speech ⭐ 392
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
most recent commit a year ago
Multimodal Speech Emotion Recognition ⭐ 337
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
most recent commit 4 months ago
Speech Emotion Recognition ⭐ 273
Speaker independent emotion recognition
most recent commit a year ago
Emotion2vec ⭐ 238
Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
most recent commit 3 months ago
W2v2 How To ⭐ 233
How to use our public wav2vec2 dimensional emotion model
most recent commit a year ago
Speech Emotion Recognition ⭐ 198
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
most recent commit 5 years ago
Ser Datasets ⭐ 196
A collection of datasets for the purpose of emotion recognition/detection in speech.
most recent commit 6 months ago
Speech_emotion_recognition_blstm ⭐ 178
Bidirectional LSTM network for speech emotion recognition.
most recent commit 5 years ago
Multimodal Speech Emotion ⭐ 122
TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
most recent commit 4 years ago
Tim Net_ser ⭐ 111
[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".
most recent commit 6 months ago
Speech Emotion Classification With Pytorch ⭐ 100
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
most recent commit a year ago
Ca Mser ⭐ 79
Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information
most recent commit 5 months ago
1d Speech Emotion Recognition ⭐ 48
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
most recent commit 3 years ago
Wavenet Classifier ⭐ 42
Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
most recent commit 5 years ago
Speech_emotion_recognition ⭐ 42
Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
most recent commit 3 years ago
Soxan ⭐ 37
Wav2Vec for speech recognition, classification, and audio classification
most recent commit 3 years ago
Awesome Speech Emotion Recognition ⭐ 36
😎 Awesome lists about Speech Emotion Recognition
most recent commit 3 months ago
Speech Emotion Webapp ⭐ 33
Speech Emotion Recognition
most recent commit 8 months ago
Bert Like Is All You Need ⭐ 29
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
most recent commit 3 years ago
Speechemorec ⭐ 28
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
most recent commit 6 years ago
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