david-yoon / multimodal-speech-emotionLinks
TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18
☆298Updated last year
Alternatives and similar repositories for multimodal-speech-emotion
Users that are interested in multimodal-speech-emotion are comparing it to the libraries listed below
Sorting:
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆436Updated 2 years ago
- A multimodal approach on emotion recognition using audio and text.☆186Updated 5 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆405Updated 6 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆119Updated 4 years ago
- Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.☆169Updated 5 years ago
- Bidirectional LSTM network for speech emotion recognition.☆267Updated 6 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆93Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆392Updated last year
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆210Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆40Updated last year
- Speaker independent emotion recognition☆327Updated last year
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆143Updated 4 years ago
- Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).☆116Updated 3 years ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- Understanding emotions from audio files using neural networks and multiple datasets.☆425Updated 2 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 7 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆139Updated 11 months ago
- ☆49Updated 2 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 4 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
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 5 years ago
- Detecting emotions using MFCC features of human speech using Deep Learning☆131Updated 5 years ago
- Time series course Fall 2019 project☆53Updated 5 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Updated 5 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Updated 4 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆186Updated last year
- Human Emotion Understanding using multimodal dataset.☆108Updated 5 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 5 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 2 years ago