akhil2495 / multi-modal-emotion-recognitionLinks
A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset
☆13Updated 6 years ago
Alternatives and similar repositories for multi-modal-emotion-recognition
Users that are interested in multi-modal-emotion-recognition are comparing it to the libraries listed below
Sorting:
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated 2 years ago
- TensorFlow implementation of "Multimodal Speech Emotion Recognition using Audio and Text," IEEE SLT-18☆290Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆25Updated 3 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆420Updated last year
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Updated last year
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆399Updated 6 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆39Updated last year
- 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
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆33Updated 5 years ago
- Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in…☆53Updated 3 years ago
- A multimodal approach on emotion recognition using audio and text.☆182Updated 5 years ago
- Bidirectional LSTM network for speech emotion recognition.☆264Updated 6 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated 7 months 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
- ☆41Updated 4 years ago
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 4 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated last year
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 5 years ago
- Multilingual datasets with raw audio for speech emotion recognition☆27Updated 3 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆151Updated last year
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆136Updated 7 months ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 7 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
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Updated 3 years ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆177Updated last year
- ☆40Updated 2 years ago
- A collection of datasets for the purpose of emotion recognition/detection in speech.☆371Updated 10 months ago