ZenvilleErasmus / RAVDESS-emotions-speech-audio-only
1,440 audio files (.wav), i.e. speech files, from 24 actors that are categorized into 8 separate emotions.
☆15Updated 6 years ago
Alternatives and similar repositories for RAVDESS-emotions-speech-audio-only:
Users that are interested in RAVDESS-emotions-speech-audio-only are comparing it to the libraries listed below
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆23Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated 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
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 4 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆39Updated 4 years ago
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆51Updated 2 years ago
- ☆41Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching☆52Updated 6 years ago
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 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
- Human emotions are one of the strongest ways of communication. Even if a person doesn’t understand a language, he or she can very well u…☆24Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- ☆39Updated 2 years ago
- ☆49Updated last year
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 8 months ago
- A Compact and Effective Pretrained Model for Speech Emotion Recognition☆38Updated 9 months ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆104Updated 3 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆73Updated 2 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆12Updated 4 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆131Updated 3 months ago
- ☆60Updated 4 years ago
- Neural network based similarity scoring for diarization (pytorch implementation of "LSTM based Similarity Measurement with Spectral Clust…☆45Updated 4 years ago
- This is the official code for paper "Speech Emotion Recognition with Global-Aware Fusion on Multi-scale Feature Representation" published…☆46Updated 3 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
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated 3 months ago
- ☆27Updated 3 years ago
- Official implementation of the paper "SPEAKER VGG CCT: Cross-corpus Speech Emotion Recognition with Speaker Embedding and Vision Transfor…☆21Updated 2 years ago
- Extract xvector and ivector under kaldi☆109Updated 6 years ago