xuanjihe / speech-emotion-recognitionLinks
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
☆401Updated 6 years ago
Alternatives and similar repositories for speech-emotion-recognition
Users that are interested in speech-emotion-recognition are comparing it to the libraries listed below
Sorting:
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆292Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆423Updated last year
- Speaker independent emotion recognition☆322Updated last year
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆91Updated 2 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆130Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆167Updated 4 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 7 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 5 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆120Updated 4 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 7 years ago
- A machine learning application for emotion recognition from speech☆136Updated 7 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆419Updated 2 years ago
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 5 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆646Updated last year
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆375Updated 11 months ago
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 years ago
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆27Updated last year
- A multimodal approach on emotion recognition using audio and text.☆184Updated 5 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Updated 5 years ago
- Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包，进行简单的声学特征提取☆206Updated 5 years ago
- Tensorflow implementation of "Generalized End-to-End Loss for Speaker Verification"☆368Updated 3 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆249Updated 4 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆103Updated 5 years ago
- ☆48Updated last year