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audio-classification
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Urban sound classification using Deep Learning
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Jul 2, 2020 - Jupyter Notebook
Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".
audio
deep-learning
pytorch
representation-learning
audio-classification
keyword-spotting
speech-commands
speech-classification
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Jul 9, 2022 - Python
Code for YouTube series: Deep Learning for Audio Classification
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Jun 21, 2022 - Jupyter Notebook
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
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Jun 16, 2021 - Python
visualization
machine-learning
text-classification
supervised-learning
image-classification
bokeh
labeling
audio-classification
annotation-tool
image-labeling
labeling-tool
text-labeling
data-labeling
bulk-labeling
audio-labeling
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Jul 17, 2022 - Python
A multi-channel neural network audio classifier using Keras
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Jul 29, 2021 - Python
Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
react
image-annotation
react-components
audio-classification
semantic-segmentation
annotation-tool
pose-estimation
mobx-state-tree
image-labeling
labeling-tool
labelingtool
image-labeling-tool
text-labeling
label-studio
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Jul 15, 2022 - JavaScript
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Nov 14, 2019 - Python
Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".
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Jul 14, 2022 - Python
Identify sounds in short audio clips
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Jun 21, 2022 - Python
8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)
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Nov 13, 2020 - Python
Efficient Training of Audio Transformers with Patchout
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Jun 17, 2022 - Python
Audio classification with VGGish as feature extractor in TensorFlow
audio
deep-learning
neural-network
tensorflow
audio-classification
audio-processing
audioset
sound-classification
vggish
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Dec 4, 2021 - Python
CNN 1D vs 2D audio classification
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Mar 22, 2019 - Jupyter Notebook
Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
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Oct 9, 2021 - Jupyter Notebook
List of articles related to deep learning applied to music
audio
music
lists
list
machine-learning
awesome
deep-neural-networks
deep-learning
neural-network
article
unicorns
resources
music-information-retrieval
neural-networks
awesome-list
deeplearning
bib
music-genre-classification
audio-classification
audio-processing
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Oct 11, 2019 - TeX
DCASE2020 Challenge Task 2 baseline system
audio
machine-learning
deep-learning
signal-processing
sound
autoencoder
unsupervised-learning
audio-classification
audio-signal-processing
anomaly-detection
dcase
fault-detection
machine-listening
acoustic-scene-classification
dcase2020
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Jun 22, 2022 - Python
A large, free audio sample database (10M words pronounced), a test bed for voice activity detection algorithms and for single-syllable word recognition
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Dec 22, 2017 - Python
Code for the TASLP paper "PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation".
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May 10, 2022 - Python
Dataset and baseline code for the VocalSound dataset (ICASSP2022).
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Jul 15, 2022 - Jupyter Notebook
Classification of Urban Sound Audio Dataset using LSTM-based model.
audio
pytorch
lstm
urban-sound-classification
audio-classification
audio-processing
lstm-neural-networks
rnn-pytorch
urban-sound
urban-sound-8k
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Jun 27, 2021 - Python
Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet
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Jun 21, 2022 - Python
Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to identify sound of a bee, cricket or noise.
audio
classifier
cnn
audio-analysis
dataset
cricket
convolutional-layers
noise
convolutional-neural-networks
mlp
tflearn
audio-classification
audio-processing
multilayer-perceptron-network
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Jan 8, 2021 - Python
Text Classification in Turkish Texts with Bert
python
deep-learning
text-classification
keras
transformers
embeddings
audio-classification
bert
keras-tensorflow
tensorflow2
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Jun 13, 2021 - Jupyter Notebook
Audio classification Tflite package for flutter (iOS & Android). Can support Google Teachable Machine models
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Mar 18, 2022 - Java
基于PaddlePaddle实现的音频分类，博客地址：
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May 12, 2022 - Python
Implementation and reviews of Audio & Computer vision related papers in python using keras and tensorflow.
heroku
computer-vision
deep-learning
webapp
attention-mechanism
audio-classification
research-paper
seq2seq-model
attention-model
audio-tagging
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Nov 1, 2018 - Python
Python library for rapid prototyping of environmental sound analysis systems
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May 20, 2022 - Jupyter Notebook
Audio Classification - Multilayer Neural Networks using TensorFlow
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Mar 9, 2017 - Jupyter Notebook
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Currently the
Xargument ofCleanLearning.fit()does not seem to support non-array data.Perhaps this is due to the sklearn function
check_X_y()called inside CleanLearning, which we could replace.Or perhaps it's due to how the cross-validation is currently being implemented.
However these are both easy to improve to rid the restriction that only array data are supported.
Seems e