语音情感识别代码,结合1D-CNN与GRU在语音增强的CASIA数据集实现语音情感识别,并利用注意力机制进行模型优化
☆19Jan 16, 2022Updated 4 years ago
Alternatives and similar repositories for SER
Users that are interested in SER are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 本项目是一个由我个人开发的python深度学习项目,基于循环卷积神经网络(RCNN)的语音情感识别分类,可以识别一段语音文件将其情感识别并输出,数据集使用的是enterface database。☆23Jun 27, 2025Updated last year
- ☆17Jul 1, 2019Updated 7 years ago
- 语音感情识别☆44Dec 17, 2025Updated 8 months ago
- 用CASIA database数据集做的,做的语音情感识别和语音识人的练习☆74Dec 17, 2022Updated 3 years ago
- 银杏黄项:语音情感识别☆13Nov 6, 2016Updated 9 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆17Apr 26, 2019Updated 7 years ago
- Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning☆17Aug 2, 2024Updated 2 years ago
- ☆18May 7, 2020Updated 6 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆162Nov 27, 2023Updated 2 years ago
- Implementation of the paper "Exploiting Time-Frequency Conformers for Music Audio Enhancement"☆16Mar 21, 2025Updated last year
- ☆13Aug 15, 2025Updated last year
- speech enhancement using DNN: [1] Xu, Y., Du, J., Dai, L.R. and Lee, C.H., 2015. A regression approach to speech enhancement based on dee…☆14Sep 17, 2019Updated 6 years ago
- 自适应的小波阈值降噪☆14Aug 11, 2023Updated 3 years ago
- This repository consists of application of Speech Denoising using DNN, CNN (1D and 2D) and RNN (LSTM) in tensorflow.☆16Jun 15, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 录制麦克风或者系统扬声器的声音,并实时翻译,自动纠错☆16Jan 22, 2023Updated 3 years ago
- 第十一届泰迪杯B题:产品订单的数据分析与需求预测 代码和数据☆41Dec 11, 2023Updated 2 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,313Mar 25, 2023Updated 3 years ago
- [ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs☆35May 17, 2020Updated 6 years ago
- Modified version of OpenVINO noise_suppression_demo. This version can handle real-time audio stream from microphone and output to headpho…☆16Aug 5, 2021Updated 5 years ago
- 全卷积网络进行语音降噪☆18Dec 8, 2021Updated 4 years ago
- [RAVDESS] Speech Emotion Recognition with Convolutional Attention based Bi-GRU. (Best test accuracy of 87%)☆30Sep 29, 2023Updated 2 years ago
- The single-microphone noise reduction algorithm based on IMCRA-OMLSA has been implemented and improved. Besides, a transient noise suppre…☆18Oct 25, 2023Updated 2 years ago
- Fault detection based on deep learning (CWRU Dataset)☆36Dec 26, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- some code for use k210 by Maixpy better☆15May 2, 2022Updated 4 years ago
- keras+tensorflow+python3下的中文分词, 大数据可训练,解决内存不够用问题☆40May 13, 2018Updated 8 years ago
- Speech Emotion Recognition☆42Aug 22, 2023Updated 3 years ago
- Platform for Audio Filtering (Digital Filters) in Real-Time using Convolution Theorem and Fast Fourier Transform.☆13Aug 16, 2021Updated 5 years ago
- 基于matlab的数字信号降噪系统以及GUI界面☆15Dec 19, 2021Updated 4 years ago
- ☆20Jun 10, 2019Updated 7 years ago
- 基于深度学习的机械故障诊断☆41Feb 27, 2024Updated 2 years ago
- FPGA based, Real-time processing of audio, including voiceprint recognition, adaptive noise suppression, et al.☆17May 8, 2025Updated last year
- An Experimental Study on Speech Enhancement based on DNN.☆14Aug 11, 2018Updated 8 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- This repo contains the scripts, models and required files for the Interspeech 2020 Deep Noise Suppression (DNS) Challenge. We are open so…☆15May 15, 2020Updated 6 years ago
- Inference of resemble denoiser☆30Mar 11, 2024Updated 2 years ago
- 基于深度学习的表情情绪模型系统☆48Jun 3, 2019Updated 7 years ago
- This is an unofficial Pytorch implementation of the DTLN model repository, which contains denoising and inference code for the DTLN model…☆24Jun 18, 2023Updated 3 years ago
- Noise reduction for speech enhancement using matlab☆23Jun 14, 2015Updated 11 years ago
- Note on Cohen's NS algorithm OMLSA-IMCRA, paper and code implementation☆19Aug 26, 2021Updated 5 years ago
- (TASLP 2022) Unsupervised speech enhancement using DVAEs☆23Dec 16, 2024Updated last year