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77 public repositories
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Urban sound classification using Deep Learning
Updated
Jul 2, 2020
Jupyter Notebook
A multi-channel neural network audio classifier using Keras
Updated
Jun 10, 2020
Python
UrbanSound classification using Convolutional Recurrent Networks in PyTorch
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May 17, 2020
Python
Code for YouTube series: Deep Learning for Audio Classification
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Jun 21, 2020
Jupyter Notebook
8th place solution (on Kaggle) to the Freesound General-Purpose Audio Tagging Challenge (DCASE 2018 - Task 2)
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Jan 28, 2020
Python
🎶 dead simple audio classification
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Nov 14, 2019
Python
Identify sounds in short audio clips
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Jun 12, 2020
Python
Audio classification with VGGish as feature extractor in TensorFlow
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Aug 8, 2018
Python
Updated
Jul 15, 2019
Jupyter Notebook
CNN 1D vs 2D audio classification
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Mar 22, 2019
Jupyter Notebook
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
Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
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Jul 8, 2020
JavaScript
Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
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May 21, 2020
Jupyter Notebook
Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet
Updated
Oct 21, 2019
Python
Implementation and reviews of Audio & Computer vision related papers in python using keras and tensorflow.
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Nov 1, 2018
Python
DCASE2020 Challenge Task 2 baseline system
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May 24, 2020
Python
Audio Classification - Multilayer Neural Networks using TensorFlow
Updated
Mar 9, 2017
Jupyter Notebook
Classification of Urban Sound Audio Dataset using LSTM-based model.
Updated
Oct 23, 2019
Python
1st place solution to the DCASE 2019 - Task 5 - Urban Sound Tagging
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Apr 26, 2020
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.
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Jan 19, 2020
Python
List of articles related to deep learning applied to music
Google Speech Command Dataset Classification Neural Network, CNN, RNN
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Aug 29, 2017
Jupyter Notebook
Scene Classification using Audio in the nearby Environment.
Updated
Sep 4, 2019
Jupyter Notebook
A neural network classifier for urban soundscapes
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Mar 3, 2020
Jupyter Notebook
BirdCLEF 2018 implementation
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May 3, 2019
Shell
1,440 audio files (.wav), i.e. speech files, from 24 actors that are categorized into 8 separate emotions.
Updated
Feb 11, 2019
Python
4th position solution to the MediaEval - The 2019 Emotion and Themes in Music using Jamendo
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Nov 13, 2019
Jupyter Notebook
Heartbeat audio classification using tf.keras
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Apr 25, 2018
Jupyter Notebook
Avalinguo Dataset Speaker Fluency Level Classification using Machine Learning Techniques - Paper Replication Data
Updated
Jun 17, 2020
Jupyter Notebook
Multiclass classification example/exercise using deep neural networks (DNNs)
Updated
Sep 5, 2019
Jupyter Notebook
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