tzaiyang / SpeechEmoRec
Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching
☆51Updated 6 years ago
Alternatives and similar repositories for SpeechEmoRec:
Users that are interested in SpeechEmoRec are comparing it to the libraries listed below
- A Pytorch implementation of 'AUTOMATIC SPEECH EMOTION RECOGNITION USING RECURRENT NEURAL NETWORKS WITH LOCAL ATTENTION'☆41Updated 6 years ago
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 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
- ☆41Updated 4 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆89Updated last year
- Implementation of the paper "Emotion Identification from raw speech signals using DNNs"☆14Updated 4 years ago
- ☆17Updated 4 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Updated last year
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 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
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- A repository for emotion recognition from speech, text and mocap data from IEMOCAP dataset☆13Updated 6 years ago
- Adversarial Auto-encoders for Speech Based Emotion Recogntion☆14Updated 6 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
- 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 last year
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 3 years ago
- Detect emotion from audio signals of IEMOCAP dataset using multi-modal approach. Utilized acoustic features, mel-spectrogram and text as …☆38Updated last year
- ☆106Updated 2 years ago
- ☆40Updated 2 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆38Updated 4 years ago
- Bidirectional LSTM network for speech emotion recognition.☆263Updated 5 years ago
- Baseline scripts of the 8th Audio/Visual Emotion Challenge (AVEC 2018)☆58Updated 6 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆16Updated 7 months ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆23Updated 7 months ago
- ☆17Updated 3 years ago
- ☆27Updated 3 years ago
- The python implementation for paper "Towards Discriminative Representation Learning for Speech Emotion Recognition" in IJCAI-2019☆23Updated 5 years ago
- Supporting code for "Emotion Recognition in Speech using Cross-Modal Transfer in the Wild"☆101Updated 5 years ago
- Implementation of the multi-time-scale convolution layer used in the paper Multi-Time-Scale Convolution for Emotion Recognition from Spee…☆10Updated 5 years ago
- Code for our paper "Efficient Speech Emotion Recognition Using Multi-Scale CNN and Attention" (ICASSP 2021, co-first authorship)☆27Updated 3 years ago