Multilingual Voice Understanding Model

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

[ACL 2024] Official PyTorch code for extracting features and training downstream models with emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

Speaker independent emotion recognition

Bidirectional LSTM network for speech emotion recognition.

[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information

The code for our INTERSPEECH 2020 paper - Jointly Fine-Tuning "BERT-like'" Self Supervised Models to Improve Multimodal Speech Emotion Recognition

Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM

Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition

Callytics is an advanced call analytics solution that leverages speech recognition and large language models (LLMs) technologies to analyze phone conversations from customer service and call centers.

Keras Implementation of Deepmind's WaveNet for Supervised Learning Tasks

Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019

这个项目将 RAVDESS 数据集切割成 1s 短语音，利用 openSMILE+CNN 进行训练，目标是将短语音分类到四种情感中，分别是：开心（happy）、悲伤（sad）、生气（angry）和中性（neutral）。最后准确率达到 76% 左右。

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

Scripts used in the research described in the paper "Multimodal Emotion Recognition with High-level Speech and Text Features" accepted in the ASRU 2021 conference.

Speech Emotion Recognition

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch