idiap / pddetection-reps-learningLinks
Supervised Speech Representation Learning for Parkinson's Disease Classification
☆15Updated 4 years ago
Alternatives and similar repositories for pddetection-reps-learning
Users that are interested in pddetection-reps-learning are comparing it to the libraries listed below
Sorting:
- This repository contains PyTorch implementation of 4 different models for classification of emotions of the speech.☆205Updated 2 years ago
- ☆41Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆92Updated 2 years ago
- Reproduction of DepAudioNet by Ma et al. {DepAudioNet: An Efficient Deep Model for Audio based Depression Classification,(https://dl.acm.…☆81Updated 4 years ago
- Here the code of EmoAudioNet is a deep neural network for speech classification (published in ICPR 2020)☆14Updated 5 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Updated last year
- ☆41Updated 5 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆27Updated 2 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆158Updated last year
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆257Updated 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
- Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包，进行简单的声学特征提取☆211Updated 5 years ago
- [ICASSP 2020] Speech Emotion Recognition with Dual-Sequence LSTM Architecture☆12Updated 9 months ago
- [ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech E…☆180Updated last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆26Updated 3 years ago
- ☆17Updated 3 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆137Updated 9 months ago
- Baseline scripts for the Audio/Visual Emotion Challenge 2019☆80Updated 3 years ago
- Speech Emotion Recognition☆28Updated 5 years ago
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆152Updated 4 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆34Updated 5 years ago
- ☆69Updated last year
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 5 years ago
- Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)☆429Updated last year
- ☆13Updated last year
- ☆25Updated last year
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆109Updated 4 years ago
- A multimodal approach on emotion recognition using audio and text.☆183Updated 5 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆44Updated 4 years ago
- Automatic Depression Detection: a GRU/ BiLSTM-based Model and An Emotional Audio-Textual Corpus☆191Updated 2 years ago