AnkushMalaker / speech-emotion-recognitionLinks
Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.
☆13Updated 3 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:
- Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"☆9Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 5 years ago
- ☆48Updated last year
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆30Updated last year
- Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From I…☆57Updated 4 years ago
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆121Updated 4 years ago
- the implementation of chunk-level attention-based temporal aggregation framework for sequence-to-one recognition tasks☆9Updated 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
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆47Updated 3 years ago
- Accompany code to reproduce the baselines of the International Multimodal Sentiment Analysis Challenge (MuSe 2020).☆16Updated 2 years ago
- Urban Sound Classification : striving towards a fair comparison☆17Updated 4 years ago
- Time series course Fall 2019 project☆53Updated 4 years ago
- Transcribing audio files using Hugging Face's implementation of Wav2Vec2 + "chain-linking" NLP tasks to combine speech-to-text with downs…☆32Updated 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
- A multimodal approach on emotion recognition using audio and text.☆179Updated 5 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- Group Gated Fusion on Attention-based Bidirectional Alignment for Multimodal Emotion Recognition☆14Updated 3 years ago
- 1st Place Public Leaderboard Solution for ERC2019☆70Updated 5 years ago
- Using Convolutional Neural Networks in speech emotion recognition on the RAVDESS Audio Dataset.☆138Updated 4 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆133Updated 5 months ago
- Repository containing experimentation platform on how to train, infer on wav2vec2 models.☆87Updated 2 years ago
- Speech Emotion Recognition☆42Updated last year
- Multimodal Transformer for Korean Sentiment Analysis with Audio and Text Features☆28Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 10 months ago
- speaker_diarization done on toy dataset and tested on timit dataset☆7Updated 3 years ago
- Modulated Fusion using Transformer for Linguistic-Acoustic Emotion Recognition☆30Updated 4 years ago
- The official repository for Audio ALBERT☆65Updated 3 years ago
- Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,☆56Updated 7 months ago
- Official Implementation of Mockingjay in Pytorch☆54Updated last year
- Emotion detection in audio utilising self-supervised representations trained with Contrastive Predictive Coding (CPC).☆43Updated 3 years ago