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
- 多模态， 语音和文本结合的情感识别，大模型finetune☆25Nov 19, 2023Updated 2 years ago
- 语音感情识别☆44Dec 17, 2025Updated 8 months ago
- 本项目是一个由我个人开发的matlab机器学习项目，基于随机森林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。☆22Jun 27, 2025Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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
- 本项目是对银行客户不同条件下购买理财产品的预测。使用python对各个因素进行分析，之后使用决策树CART算法对模型进行训练，使用k折交叉验证和网格搜索选择最优参数。使用得到的模型对客户购买理财产品进行预测。☆14Jul 15, 2020Updated 6 years ago
- 银杏黄项：语音情感识别☆13Nov 6, 2016Updated 9 years ago
- 用于存放自然语言处理相关的代码。Store code related to NLP (Natural Language Processing).☆13Sep 19, 2019Updated 6 years ago
- ☆17Apr 26, 2019Updated 7 years ago
- ☆18May 7, 2020Updated 6 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆163Nov 27, 2023Updated 2 years ago
- A CNN-based audio denoiser☆10May 2, 2021Updated 5 years ago
- A study about the Generalized Cross-Correlation with Phase Transform algorithm.☆14Nov 23, 2021Updated 4 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.
- ☆12Aug 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
- 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
- 基于pynq-z2的声源定位系统☆14Nov 15, 2020Updated 5 years ago
- Self-Attention Generative Adversarial Network for Speech Enhancement using Tensorflow 2☆16Jan 30, 2021Updated 5 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
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [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
- Speech Enhancement: Tensorflow 2.x implementation of the stacked dual-signal transformation LSTM network (DTLN) for Noise Suppression.☆18May 1, 2021Updated 5 years ago
- Speech Emotion Recognition☆42Aug 22, 2023Updated 2 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
- 语音增强☆18Apr 19, 2021Updated 5 years ago
- FPGA based, Real-time processing of audio, including voiceprint recognition, adaptive noise suppression, et al.☆17May 8, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An Experimental Study on Speech Enhancement based on DNN.☆14Aug 11, 2018Updated 8 years ago
- Python package of MP-SENet from Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement.☆22Nov 1, 2024Updated last year
- Inference of resemble denoiser☆30Mar 11, 2024Updated 2 years ago
- This is an unofficial Pytorch implementation of the DTLN model repository, which contains denoising and inference code for the DTLN model…☆23Jun 18, 2023Updated 3 years ago
- Pytorch Models for Speech Enhancement☆23Mar 31, 2023Updated 3 years ago
- 通过单层圆形麦克风阵列采集音频，实现MUSIC算法的声源定位。☆23Mar 16, 2023Updated 3 years ago
- Noise reduction for speech enhancement using matlab☆23Jun 14, 2015Updated 11 years ago