xuanjihe / speech-emotion-recognitionView external linksLinks
speech emotion recognition using a convolutional recurrent networks based on IEMOCAP
☆406Jul 8, 2019Updated 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.☆267Mar 31, 2019Updated 6 years ago
- Speaker independent emotion recognition☆330Jun 26, 2024Updated last year
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆298Jun 17, 2024Updated last year
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆442Dec 21, 2023Updated 2 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆133Dec 2, 2020Updated 5 years ago
- Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras☆669Nov 3, 2023Updated 2 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆171Dec 13, 2020Updated 5 years ago
- The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)☆1,398Feb 7, 2023Updated 3 years ago
- A machine learning application for emotion recognition from speech☆136Feb 6, 2018Updated 8 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,276Mar 25, 2023Updated 2 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Jul 4, 2018Updated 7 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Jun 3, 2021Updated 4 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆44Nov 13, 2020Updated 5 years ago
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆51Jun 11, 2018Updated 7 years ago
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Dec 20, 2020Updated 5 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Aug 1, 2018Updated 7 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆95Jul 6, 2023Updated 2 years ago
- Live demo for speech emotion recognition using Keras and Tensorflow models☆39Aug 2, 2024Updated last year
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Aug 10, 2020Updated 5 years ago
- CTC for emotion recognition☆61Apr 10, 2017Updated 8 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆140Jan 6, 2025Updated last year
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 5 years ago
- Urdu Language Speech Emotional Corpus☆46Jan 17, 2019Updated 7 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆27Oct 4, 2023Updated 2 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆144Apr 12, 2021Updated 4 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Jan 17, 2025Updated last year
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Feb 26, 2021Updated 4 years ago
- Build your own Real-time Speech Emotion Recognizer☆117Feb 1, 2019Updated 7 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆27Mar 11, 2022Updated 3 years ago
- 2018年7⽉30⽇-8⽉13⽇持续2周的AI训练营中语⾳情感识别营的项目报告。☆96Sep 10, 2018Updated 7 years ago
- This repository contains the code for the paper `End-to-End Multimodal Emotion Recognition using Deep Neural Networks`.☆252Jan 22, 2021Updated 5 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆83May 25, 2022Updated 3 years ago
- This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data…☆137Oct 24, 2021Updated 4 years ago
- For our speech emotion recognition project☆28Mar 1, 2021Updated 4 years ago
- ☆40Jul 7, 2016Updated 9 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆50Apr 11, 2022Updated 3 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆428Jul 1, 2023Updated 2 years ago
- The python implementation for paper "Towards Discriminative Representation Learning for Speech Emotion Recognition" in IJCAI-2019☆23Aug 12, 2019Updated 6 years ago
- Speech Emotion Recognition using FFT and SVM☆79Feb 21, 2017Updated 8 years ago