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集合主题趋势排行榜
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librosa

Website
Wikipedia
librosa/librosa
https://static.github-zh.com/github_avatars/librosa?size=40
librosa / librosa

Python library for audio and music analysis

audioPythonmusicdsplibrosaSciPy
Python 7.69 k
4 天前
https://static.github-zh.com/github_avatars/x4nth055?size=40
x4nth055 / emotion-recognition-using-speech

#计算机科学#Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

机器学习emotion-recognitionscikit-learnfeature-extractionemotion-detectionKerassupport-vector-machinegradient-boostinglibrosa深度学习neural-networksrecurrent-neural-networks
Python 635
2 年前
https://static.github-zh.com/github_avatars/marcogdepinto?size=40
marcogdepinto / emotion-classification-from-audio-files

#计算机科学#Understanding emotions from audio files using neural networks and multiple datasets.

深度学习深度神经网络机器学习Keraskeras-neural-networksaudioaudio-processingPythonTensorflowspeechemotionsongsongslibrosadatascience
Python 418
2 年前
https://static.github-zh.com/github_avatars/Demfier?size=40
Demfier / multimodal-speech-emotion-recognition

Lightweight and Interpretable ML Model for Speech Emotion Recognition and Ambiguity Resolution (trained on IEMOCAP dataset)

PyTorchscikit-learnpandaslibrosaPythonlstm
Jupyter Notebook 416
1 年前
https://static.github-zh.com/github_avatars/danyalimran93?size=40
danyalimran93 / Music-Emotion-Recognition

#计算机科学#A Machine Learning Approach of Emotional Model

机器学习数据科学feature-extractionfeature-selectionmusic-information-retrievaldigital-signal-processinglibrosa
Python 235
10 个月前
https://static.github-zh.com/github_avatars/scherroman?size=40
scherroman / mugen

A command-line music video generator based on rhythm

montageremixmoviepylibrosatesseractPythonrhythmVideoaudio命令行界面
Python 230
2 年前
https://static.github-zh.com/github_avatars/KAIST-MACLab?size=40
KAIST-MACLab / PyTSMod

An open-source Python library for audio time-scale modification.

audioPythonmusicdspNumPytsmSciPylibrosa
Python 210
1 年前
https://static.github-zh.com/github_avatars/ewan-xu?size=40
ewan-xu / LibrosaCpp

LibrosaCpp is a c++ implemention of librosa to compute short-time fourier transform coefficients,mel spectrogram or mfcc

librosa
C++ 210
4 年前
https://static.github-zh.com/github_avatars/spotify?size=40
spotify / realbook

#计算机科学#Easier audio-based machine learning with TensorFlow.

audiolibrosa机器学习Tensorflow
Python 120
10 天前
https://static.github-zh.com/github_avatars/MeidanGR?size=40
MeidanGR / SpeechEmotionRecognition_Realtime

#算法刷题#Speech Emotion Recognition (SER) in real-time, using Deep Neural Networks (DNN) of Long Short Memory Term (LSTM).

PythonpandasKeraslstmlibrosa深度学习算法
Jupyter Notebook 110
3 年前
https://static.github-zh.com/github_avatars/qlemaire22?size=40
qlemaire22 / speech-music-detection

Python framework for Speech and Music Detection using Keras.

Keraslstmlibrosa
Python 108
2 年前
https://static.github-zh.com/github_avatars/tiagoft?size=40
tiagoft / audio_to_midi

(monophonic) audio to midi converter using Python and librosa

midi-fileslibrosaaudiomusic
Python 107
2 年前
https://static.github-zh.com/github_avatars/ankurbhatia24?size=40
ankurbhatia24 / MULTIMODAL-EMOTION-RECOGNITION

#计算机科学#Human Emotion Understanding using multimodal dataset.

深度学习机器学习Kerasaudio-visual-speech-recognitionPythonTensorflowlibrosa
Jupyter Notebook 98
5 年前
https://static.github-zh.com/github_avatars/GianlucaPaolocci?size=40
GianlucaPaolocci / Sound-classification-on-Raspberry-Pi-with-Tensorflow

#计算机科学#In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Raspberry Pi (2 or superior suggested) to classify audio signal re...

机器学习multilayer-perceptron-networkTensorflowaudio-analysislibrosaraspberrydataset树莓派
Python 98
3 年前
https://static.github-zh.com/github_avatars/yeyupiaoling?size=40
yeyupiaoling / AudioClassification-PaddlePaddle

基于PaddlePaddle实现的音频分类,支持EcapaTdnn、PANNS、TDNN、Res2Net、ResNetSE等各种模型,还有多种预处理方法

paddlepaddlelibrosaaudio-classification
Python 94
2 个月前
https://static.github-zh.com/github_avatars/dodiku?size=40
dodiku / music-synthesis-with-python

Music Synthesis with Python talk, originally given at PyGotham 2017.

Pythonmusicsynthesislibrosacsoundsupercolliderlectureconferencetalkaudio-analysismusic-information-retrievalmusic-synthesisinteractive
Jupyter Notebook 77
8 年前
https://static.github-zh.com/github_avatars/Guan-JW?size=40
Guan-JW / Melody-Note

一个简单的小网页,录入人声哼唱,转化成钢琴音及钢琴谱输出。灵感稍纵即逝,本项目的目标是能够记录下一段小调,以音频形式输入,读取识别其曲调,并制成谱子,最终以钢琴弹奏的形式输出,依此将一些日常生活中的小灵感保存起来,以便日后回忆甚至再创作。

PythonDjangolibrosaaudioMIDI
Python 77
4 年前
https://static.github-zh.com/github_avatars/kristijanbartol?size=40
kristijanbartol / Deep-Music-Tagger

#计算机科学#Music genre classification model using CRNN

music-information-retrievalconvolutional-networks深度学习recurrent-networkslibrosaKeras深度神经网络musicaudio-analysis
Python 69
7 年前
https://static.github-zh.com/github_avatars/mariostrbac?size=40
mariostrbac / environmental-sound-classification

Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.

data-augmentationcross-validationlibrosaPyTorchKerascnn-model
Jupyter Notebook 66
4 年前
https://static.github-zh.com/github_avatars/ravising-h?size=40
ravising-h / Speech2Face

#人脸识别#Image Processing, Speech Processing, Encoder Decoder, Research Paper implementation

research-paper图像处理speech-processingencoder-decoderkeras-tensorflowlibrosaface-detection
Jupyter Notebook 60
5 年前
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