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
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Audio data augmentation examples☆34Updated 6 years ago
- Audio classification via transfer learning☆33Updated 5 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…☆66Updated 4 years ago
- Trained speaker embedding deep learning models and evaluation pipelines in pytorch and tesorflow for speaker recognition.☆36Updated 5 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆72Updated 2 years ago
- 📊 Easily apply audio-related machine learning models trained on the AudioSet dataset (527+ models/classes).☆29Updated 7 months ago
- Keras + pyTorch implimentation of "Deep Learning & 3D Convolutional Neural Networks for Speaker Verification"☆29Updated 6 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- End-to-End Speech Recognition Using Tensorflow☆42Updated last year
- speaker_diarization done on toy dataset and tested on timit dataset☆8Updated 3 years ago
- In this project is presented a simple method to train an MLP neural network for audio signals. The trained model can be exported on a Ras…☆96Updated 2 years ago
- Speech denoiser model using Keras☆20Updated 6 years ago
- ☆29Updated 6 years ago
- Won't it be cool to build a speech assistant like Alexa or Siri yourself without voice API and network connection?☆34Updated 6 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆52Updated 7 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and dec…☆38Updated 6 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
- Adaptive and Focusing Neural Layers for Multi-Speaker Separation Problem☆51Updated 6 years ago
- Benchmark for sound event localization task of DCASE 2019 challenge☆75Updated 4 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆72Updated 3 years ago
- Audio or speech signal processing guide.☆56Updated 6 years ago
- Repository for Weak Label Learning for Audio Events - A closer look. Uses Audioset subset data provided for reproducibility.☆32Updated last year
- Inspired work by the project of SER using ELM at Microsoft Research☆19Updated 6 years ago
- Classification of 11 types of audio clips using MFCCs features and LSTM. Pretrained on Speech Command Dataset with intensive data augment…☆42Updated 2 years ago
- ESC: Dataset for Environmental Sound Classification - paper replication data☆77Updated 7 years ago
- Control mechanisms to the U-Net architecture for doing multiple source separation instruments☆49Updated 4 years ago
- A program for automatic speaker identification using deep learning techniques.☆84Updated 7 years ago