Acoustic feature extraction using Librosa library and openSMILE toolkit.使用Librosa音频处理库和openSMILE工具包,进行简单的声学特征提取
☆217May 26, 2020Updated 5 years ago
Alternatives and similar repositories for AcousticFeatureExtraction
Users that are interested in AcousticFeatureExtraction are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Audio Split 基于双门限法的语音端点检测及语音分割☆135May 26, 2020Updated 5 years ago
- Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别☆1,291Mar 25, 2023Updated 3 years ago
- Several studies have been carried out to analyse Parkinson’s disease using speech impairments. Various tools and techniques have been use…☆12Apr 1, 2019Updated 6 years ago
- Light-SERNet: A lightweight fully convolutional neural network for speech emotion recognition☆84May 25, 2022Updated 3 years ago
- A CNN audio classifier via spectrogram images.☆10Jul 21, 2017Updated 8 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- ☆17Apr 26, 2019Updated 6 years ago
- Code for Speech Emotion Recognition with Co-Attention based Multi-level Acoustic Information☆164Nov 27, 2023Updated 2 years ago
- 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。☆64Jun 16, 2021Updated 4 years ago
- Emotion recognition system based on LBP-TOP.☆16Mar 11, 2022Updated 4 years ago
- The Munich Open-Source Large-Scale Multimedia Feature Extractor☆789Jan 26, 2026Updated 2 months ago
- We present a study of a neural network based method for speech emotion recognition, using audio-only features. In the studied scheme, the…☆11Jul 24, 2024Updated last year
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆54Mar 24, 2023Updated 3 years ago
- Depression-Detection represents a machine learning algorithm to classify audio using acoustic features in human speech, thus detecting de…☆14Jul 10, 2020Updated 5 years ago
- A Cooperative Voice Analysis Repository for Speech Technologies☆376Jul 27, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆17Nov 30, 2021Updated 4 years ago
- 语音信号处理试验教程,Python代码☆344Mar 18, 2022Updated 4 years ago
- 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
- This repository contains the code for our ICASSP paper `Speech Emotion Recognition using Semantic Information` https://arxiv.org/pdf/2103…☆27Mar 18, 2021Updated 5 years ago
- ☆42Oct 13, 2020Updated 5 years ago
- How to detect emotions from speech using Bi-directional LSTM networks and attention mechanism in Keras.☆20Mar 15, 2024Updated 2 years ago
- Multi-modal Speech Emotion Recogniton on IEMOCAP dataset☆96Jul 6, 2023Updated 2 years ago
- the algorithm of Apnea detection by breath☆14Jan 3, 2021Updated 5 years ago
- some scripts for asvspoof2017☆11Dec 27, 2018Updated 7 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Official implementation for the paper Exploring Wav2vec 2.0 fine-tuning for improved speech emotion recognition☆153Oct 26, 2021Updated 4 years ago
- Automatically setup the AISHELL-4 and MSDWild dataset for usage with pyannote-database (and pyannote-audio)☆15Oct 22, 2025Updated 5 months ago
- Detect Depression with AI Sub-challenge (DSS) of AVEC2019 experienment version via YZK☆15May 28, 2021Updated 4 years ago
- AuxFormer: Robust Approach to Audiovisual Emotion Recognition☆14Mar 14, 2023Updated 3 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- speech emotion recognition using a convolutional recurrent networks based on IEMOCAP☆408Jul 8, 2019Updated 6 years ago
- Extract formants from audio file into python using praat☆23Dec 26, 2022Updated 3 years ago
- 《语音信号处理试验教程》(梁瑞宇等)的代码主要是Matlab实现的,现在Python比较热门,所以把这个项目大部分内容写成了Python实现☆43Nov 28, 2020Updated 5 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆266Nov 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Speech Emotion Recognition☆28Jun 19, 2020Updated 5 years ago
- 语音增强☆18Apr 19, 2021Updated 4 years ago
- Python package for openSMILE☆314Jan 26, 2026Updated 2 months ago
- AVEC 2013 Continuous Audio/Visual Emotion and Depression Recognition Challenge☆28May 7, 2013Updated 12 years ago
- The code for DCASE2021 task5 submission.☆20Feb 21, 2022Updated 4 years ago
- spafe: Simplified Python Audio Features Extraction☆480Mar 20, 2025Updated last year
- VoiceStressAnalysis - Detects stress in your voice☆22Oct 3, 2024Updated last year