pratyush-prateek / environmental_sound_classification_1DCNNLinks
Classification of environmental sounds using 1D convolutional Neural network
☆35Updated 5 years ago
Alternatives and similar repositories for environmental_sound_classification_1DCNN
Users that are interested in environmental_sound_classification_1DCNN are comparing it to the libraries listed below
Sorting:
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆30Updated 5 years ago
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆106Updated 4 years ago
- PyTorch implementation of the 1D-Triplet-CNN neural network model described in Fusing MFCC and LPC Features using 1D Triplet CNN for Spea…☆30Updated 5 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆74Updated 2 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a …☆247Updated 2 years ago
- CNN 1D vs 2D audio classification☆104Updated 6 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆64Updated 4 years ago
- ☆24Updated 2 years ago
- Speech Emotion Classification with novel Parallel CNN-Transformer model built with PyTorch, plus thorough explanations of CNNs, Transform…☆257Updated 4 years ago
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- Implementation of the multi-time-scale convolution layer used in the paper Multi-Time-Scale Convolution for Emotion Recognition from Spee…☆11Updated 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…☆67Updated 4 years ago
- DCASE2020 Challenge Task 2 baseline system☆107Updated 2 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆29Updated 5 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆28Updated 4 years ago
- Environmental sound classification using Deep Learning with extracted features☆165Updated 5 years ago
- Single and multichannel sound event detection using convolutional recurrent neural networks. DCASE 2017 real-life sound event detection w…☆189Updated 3 years ago
- Chainer implementation of between-class learning for sound recognition https://arxiv.org/abs/1711.10282☆95Updated 7 years ago
- ToyADMOS2: Another dataset of miniature-machine operating sounds for anomalous sound detection under domain shift conditions 🚗 🚃☆18Updated last year
- Pytorch code for "Rethinking CNN Models for Audio Classification"☆127Updated 4 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆68Updated 4 years ago
- Data repository of Project Coswara☆190Updated 2 years ago
- DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring☆56Updated 5 years ago
- ☆60Updated last year
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆93Updated 4 years ago
- Classification of audio signals using PyTorch☆13Updated 5 years ago
- Tensorflow implementation of a CycleGAN with a 1D Convolutional Neural Network and Gated units with options for the residual connections,…☆23Updated 6 years ago
- PyTorch implementation of the LEAF audio frontend☆73Updated 2 years ago
- Audio data augmentation examples☆34Updated 7 years ago