AnkushMalaker / pretrained-dcnn-attention-ser
Tensorflow Implementation for "Pre-trained Deep Convolution Neural Network Model With Attention for Speech Emotion Recognition"
☆10Updated 3 years ago
Alternatives and similar repositories for pretrained-dcnn-attention-ser:
Users that are interested in pretrained-dcnn-attention-ser are comparing it to the libraries listed below
- 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 …☆38Updated 10 months ago
- 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
- Implementation of the paper "Speech emotion recognition with deep convolutional neural networks" by Dias Issa Et al.☆12Updated 3 years ago
- Repository for code and paper submitted for APSIPA 2019, Lanzhou, China☆22Updated 5 months ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- ☆47Updated last year
- ☆102Updated 2 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
- Time series course Fall 2019 project☆54Updated 4 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
- The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion R…☆116Updated 3 years ago
- 3-D Convolutional Recurrent Neural Networks With Attention Model for Speech Emotion Recognition.☆37Updated 4 years ago
- ☆41Updated 4 years ago
- ☆27Updated 2 years ago
- A Tensorflow implementation of Speech Emotion Recognition using Audio signals and Text Data☆12Updated 2 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆72Updated 2 years ago
- Official implementation of INTERSPEECH 2021 paper 'Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings'☆127Updated 3 weeks ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35Updated 4 years ago
- ☆17Updated 3 years ago
- Repository of code for Speech emotion recognition using voiced speech and attention model, submitted to ICSigSys 2019☆13Updated 5 years ago
- Chinese BERT classification with tf2.0 and audio classification with mfcc☆14Updated 4 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
- TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20☆32Updated 4 years ago
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆24Updated 3 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆27Updated last year
- In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifi…☆26Updated last year
- This is the code for controllable EVC framework for seen and unseen emotion generation.☆41Updated 3 years ago
- Speech Emotion Recognition using transfer learning with wav2vec on IEMOCAP.☆15Updated 3 years ago
- This is the repository for Neural Networks project called Speech Emotion Classification Using Attention-Based LSTM☆11Updated 4 years ago