swainshashwat / Audio-Classification-using-Deep-Learning
Classifying 10 different categories of Sound using Deep Learning.
☆25Updated 6 years ago
Alternatives and similar repositories for Audio-Classification-using-Deep-Learning
Users that are interested in Audio-Classification-using-Deep-Learning are comparing it to the libraries listed below
Sorting:
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- ☆24Updated 6 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- Audio data augmentation examples☆34Updated 6 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Classification of environmental sounds using first order statistics and GLCM (Gray-Level Co-Occurrence Matrix ) features of a spectrogram…☆24Updated 4 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- Speech denoiser model using Keras☆20Updated 6 years ago
- Multi class audio classification using Deep Learning (MLP, CNN): The objective of this project is to build a multi class classifier to id…☆67Updated 4 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆79Updated 7 years ago
- This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and dec…☆38Updated 7 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- Speaker Diarization is the problem of separating speakers in an audio. There could be any number of speakers and final result should stat…☆65Updated 4 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆52Updated 7 years ago
- ☆29Updated 6 years ago
- Urban sound source tagging from an aggregation of four second noisy audio clips via 1D and 2D CNN (Xception)☆60Updated 2 years ago
- Scene Classification using Audio in the nearby Environment.☆19Updated 5 years ago
- ☆38Updated 4 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- A Simple Automatic Speech Recognition (ASR) Model in Tensorflow, which only needs to focus on Deep Neural Network. It's easy to test popu…☆19Updated 7 years ago
- Train a Deep Learning model to classify audio embeddings on IBM's Deep Learning as a Service (DLaaS) platform - Watson Machine Learning☆101Updated 2 years ago
- Evaluation of the classification performance (Speech, Music, and Noise) of 1D (WaveNet) and 2D (MobileNet) CNN and RNN (GRU) on the MUSAN…☆14Updated 4 years ago
- A TFLite-compatible fork of YAMNet from tensorflow/models☆29Updated 4 years ago
- Urban sounds classification with Covnolutional Neural Networks☆36Updated 5 years ago
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 years ago
- ☆15Updated 5 years ago
- Implement a GRU/LSTM model using Keras, and train it to classify the languages using MFCC features☆26Updated 9 months ago
- Estimate the number of concurrent speakers from single channel mixtures to crack the "cocktail-party” problem.☆22Updated 5 years ago
- Repository hosting code and slides of the Audio Data Augmentation series on The Sound of AI YT channel.☆37Updated 3 years ago
- Google Speech Command Dataset Classification Neural Network, CNN, RNN☆24Updated 7 years ago