melspectrogram 开源项目推荐（44 个）

KinWaiCheuk /nnAudio

Audio processing by using pytorch 1D convolution network

keunwoochoi /kapre

kapre：Keras 音频预处理器

ksanjeevan /crnn-audio-classification

UrbanSound classification using Convolutional Recurrent Networks in PyTorch

ujiaqi /MusicRecommend

:star: 本科毕业设计：基于内容的音乐推荐系统设计与开发。使用了Pytorch框架构建训练模型代码，使用Django构建了前后端。

hqrrr /PerceptoMap

From frequencies to feeling

wimlds-trojmiasto /birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

xiaominfc /melspectrogram_cpp

C/C++实现Python音频处理库librosa中melspectrogram的计算过程

sahilsharma884 /Music-Genre-Classification

Perform three types of feature extraction: STFT, MFCC and MelSpectrogram. Apply CNN/VGG with or without RNN architecture. Able to achieve 95% accuracy.

sshh12 /Conv-VAD

A packaged convolutional voice activity detector for noisy environments.

bootphon /learnable-strf

可学习的 STRF，出自 Riad 等 2021 JASA

ryoha000 /librosapp

A C++ implementation of stft, melspectrogram and mel_to_stft

CodeSopranos /image-classification-lab

musical genres binary classification using pytorch.audio and keras

mehdihosseinimoghadam /Signal-Processing

Signal Processing with Python and Librosa

GioStamoulos /Transfer_Learning_CNN

Fashion Mnist and "recognize a speaker" datasets were utilized for image classification. For this classification task were tried to apply transfer learning from Mnist Fashion to "Recognize a Speaker" and transfer learning inside of Mnist Fashion.

rondinellimorais /speaker_recognition

A simple Speaker classifier using Keras

ddm06 /Classification-of-musical-genres-and-music-retrieval

During the project for the DIGITAL SIGNAL IMAGE MANAGEMENT course I learned how to manage and process audio and image files. The aim of the project was the classification, through machine learning and deep learning models, of musical genres by extracting specific audio features from the "gtzan dataset" dataset files with which to train the model…

Vihar20033 /Music-Genre-Classification

Deep Learning project

dwday /cough_transfer_learning

An example repository to analyze cough audio data using transfer learning

zjmlovlin /audio-classification

audio classification fastai - Convert audio files into images for classification

grshmac /Music-Genre-Classification-Using-CNN

This is a project on ML, Music Genre Classification using Mel-spectogram for audio preprocessing and Convolutional Neural Network(CNN) for the model training. Built CNN kinda scratch with no ml libraries but only using low-level tf operations.