speech-emotion-recognition
There are 101 repositories under speech-emotion-recognition topic.
FunAudioLLM / SenseVoice
Multilingual Voice Understanding Model
Language:Python 6603MiteshPuthran / Speech-Emotion-Analyzer
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Language:Jupyter Notebook 1378coqui-ai / open-speech-corpora
💎 A list of accessible speech corpora for ASR, TTS, and other Speech Technologies
Renovamen / Speech-Emotion-Recognition
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
Language:Python 1119ddlBoJack / emotion2vec
[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation
Language:Python 947x4nth055 / emotion-recognition-using-speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
Language:Python 646audeering / w2v2-how-to
How to use our public wav2vec2 dimensional emotion model
Language:Jupyter Notebook 522Demfier / multimodal-speech-emotion-recognition
Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)
Language:Jupyter Notebook 415xuanjihe / speech-emotion-recognition
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
Language:Python 394speechbrain / speechbrain.github.io
The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.
Language:HTML 371- SER-datasets
SuperKogito / SER-datasets
A collection of datasets for the purpose of emotion recognition/detection in speech.
Language:HTML 324 hkveeranki / speech-emotion-recognition
Speaker independent emotion recognition
Language:Python 322david-yoon / multimodal-speech-emotion
TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
Language:Jupyter Notebook 292RayanWang / Speech_emotion_recognition_BLSTM
Bidirectional LSTM network for speech emotion recognition.
Language:Python 264- Language:Jupyter Notebook 262
Data-Science-kosta / Speech-Emotion-Classification-with-PyTorch
This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.
Language:Jupyter Notebook 201Jiaxin-Ye / TIM-Net_SER
[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".
Language:Python 170Vincent-ZHQ / CA-MSER
Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information
Language:Python 141mkosaka1 / Speech_Emotion_Recognition
Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.
Language:Jupyter Notebook 138habla-liaa / ser-with-w2v2
Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'
Language:Jupyter Notebook 136- BERT-like-is-All-You-Need
shamanez / BERT-like-is-All-You-Need
The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition
Language:Python 120 vandana-rajan / 1D-Speech-Emotion-Recognition
Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM
Language:Python 104abikaki / awesome-speech-emotion-recognition
😎 Awesome lists about Speech Emotion Recognition
speech-emotion-recognitionspeech-emotion-classificationaffective-computingartificial-intelligenceawesomeawesome-listhuman-computer-interactiondeep-learningemotionmachine-learningspeech-processingdeep-neural-networksemotion-detectionemotion-recognitionmultimodal-emotion-recognitionmultimodal-sentiment-analysissentiment-classificationemotional-speechexpressive-speech-synthesisAryaAftab / LIGHT-SERNET
Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition
Language:Python 73bunyaminergen / Callytics
Callytics is an advanced call analytics solution that leverages speech recognition and large language models (LLMs) technologies to analyze phone conversations from customer service and call centers.
Language:Python 65mjpyeon / wavenet-classifier
Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks
Language:Python 64hariharitha21 / Detection-of-Anxiety-and-Depression
Detecting Anxiety and Depression using facial emotion recognition and speech emotion recognition. Written in pythonPython
Language:Jupyter Notebook 59hotelll / speech-emotion-recognition
这个项目将 RAVDESS 数据集切割成 1s 短语音，利用 openSMILE+CNN 进行训练，目标是将短语音分类到四种情感中，分别是：开心（happy）、悲伤（sad）、生气（angry）和中性（neutral）。最后准确率达到 76% 左右。
Language:Python 59KrishnaDN / speech-emotion-recognition-using-self-attention
Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019
Language:Python 57mmakiuchi / multimodal_emotion_recognition
Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.
Language:Python 53tzaiyang / SpeechEmoRec
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
Language:Python 52Ztrimus / speech-emotion-recognition
Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
Language:Jupyter Notebook 47CyberMaryVer / speech-emotion-webapp
Speech Emotion Recognition
Language:Python 40ECNU-Cross-Innovation-Lab / ShiftSER
[ICASSP 2023] Mingling or Misalignment? Temporal Shift for Speech Emotion Recognition with Pre-trained Representations
Language:Python 39HoseinAzad / Transformer-based-SER
Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch
Language:Python 37- Language:Python 36
