fabien-brulport / RNN-Sound-classification
RNN implementation with Tensorflow (LSTM) to classify variable length sound sequences
☆22Updated 2 years ago
Alternatives and similar repositories for RNN-Sound-classification
Users that are interested in RNN-Sound-classification are comparing it to the libraries listed below
Sorting:
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Classifying 10 different categories of Sound using Deep Learning.☆25Updated 6 years ago
- CNN 1D vs 2D audio classification☆104Updated 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
- Multi-class audio classification with MFCC features using CNN☆30Updated 5 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆63Updated 4 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, …☆75Updated 4 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Sound Classification using Neural Networks☆50Updated 2 years ago
- Sound event detection with depthwise separable and dilated convolutions.☆53Updated 5 years ago
- Audio feature extraction and multi-classification with the ECS-10 data set☆20Updated 6 years ago
- Baseline method for sound event localization task of DCASE 2020 challenge☆55Updated 4 years ago
- Keras (tensorflow) implementation of SincNet (Mirco Ravanelli, Yoshua Bengio - https://github.com/mravanelli/SincNet)☆73Updated 4 years ago
- Augmented Audio Data Generator for 1D-Convolutional Neural Networks☆49Updated 3 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆114Updated 2 years ago
- ☆7Updated 8 years ago
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆128Updated 4 years ago
- This is the public repository for eigenvector-based SALSA features for polyphonic sound event localization and detection.☆99Updated 2 years ago
- ☆21Updated 5 years ago
- A set of scripts that extract speech features (so far MFCCs, FBANKs, STFT, and kinda dominant frequency) and trains CNN, LSTM, or CNN+LST…☆51Updated 2 years ago
- Audio data augmentation examples☆34Updated 6 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…☆98Updated 2 years ago
- My system for the DCASE 2022 Task 3 Sound Event Localizaiton and Detection.☆12Updated 2 years ago
- Cough detection with Log Mel Spectrogram, Wavelet Transform, Deep learning and Transfer learning techniques☆16Updated 4 years ago
- Benchmark for sound event localization task of DCASE 2019 challenge☆76Updated 4 years ago
- ☆131Updated 8 months ago
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆191Updated 2 years ago
- This repo contains my attempt to create a Speaker Recognition and Verification system using SideKit-1.3.1☆111Updated 5 years ago