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Audio Classification using FastAI and On-the-Fly Frequency Transforms
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Using Deep Learning For Sound Classification: An In-Depth Analysis
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Audio Classification : A Convolutional Neural Network Approach
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Urban Sound Classification — Part 1: sound wave, digital audio signal
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Urban Sound Classification — Part 2: sample rate conversion, Librosa
- Keras Audio
- Audio Classifier in Keras using Convolutional Neural Network
- Deep learning driven jazz generation using Keras & Theano
- End-to-end learning for music audio tagging at scale
- Music Genre classification on GTZAN dataset using CNNs
- Pitch Estimation of Choir Music using Deep Learning Strategies: from Solo to Unison Recordings
- Music Genre Classification with LSTMs
- CNN based Music Emotion Classification using TensorFlow
- Separating singing voice from music based on deep neural networks in Tensorflow
- Music tag classification model using CRNN
- Finding the genre of a song with Deep Learning
- Composing music using neural nets
- Performance-RNN-PyTorch
- Urban-Sound-Classification
- pyAudio Classification
- UrbanSound classification using Convolutional Recurrent Networks in PyTorch
- MAX-Audio-Classifier
- Audio classification with VGGish as feature extractor in TensorFlow
- CNN 1D vs 2D audio classification
- Attention and Localization based on a Deep Convolutional Recurrent Model for Weakly Supervised Audio Tagging
- Sequence to Sequence Autoencoders for Unsupervised Representation Learning From Audio
- Convolutional Recurrent Neural Networks for Polyphonic Sound Event Detection
- A convolutional neural network approach for acoustic scene classification
- CQT-Based Convolutional Neural Networks for Audio Scene Classification and Domestic Audio Tagging
- Deep Neural Network Baseline For Dcase Challenge 2016
- Implementation of music genre classification, audio-to-vec, song recommender, and music search in mxnet
- Audio Classification - Multilayer Neural Networks using TensorFlow
- Audio Classification using LSTM
- Google Speech Command Dataset Classification Neural Network, CNN, RNN
- Multi class audio classification using Deep Learning (MLP, CNN)
- Scene Classification using Audio in the nearby Environment
- Environmental Sound Classification on Microcontrollers using Convolutional Neural Networks
- Speech Commands Classification Demo for Oracle OpenWorld 2018
- RAVDESS-emotions-speech-audio-only
- A system that should classify audio in real-time
- Audio Tagging Challange Kaggle
- Music/speech classification by using discrete fourier transform and feeding the cnn a graphical visualization of sound
- Tensorflow implementation of music-genres-classification with InceptionResnetV2
- General Audio Classifier with e2e architecture Tensorflow code
- Audio context classification
- Detecting birdsong using machine learning
- Detect Emotion and Themes in Music
- Audio Track Classification by Genre, Composer and Mood for MIREX using SVM
- Voice Command Recognition
- Multi label audio classification using mixmatch & a noisy loss
- Classification of UrbanSound8K dataset using transfer learning
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