ARBasharat / AudioClassification
Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.
☆14Updated 3 years ago
Alternatives and similar repositories for AudioClassification:
Users that are interested in AudioClassification are comparing it to the libraries listed below
- Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound☆29Updated 2 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆29Updated 5 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆28Updated 5 years ago
- Classification of environmental sounds using 1D convolutional Neural network☆33Updated 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…☆27Updated 5 years ago
- Stethoscope Invariant Heart Sound Abnormality Detection, JBHI 20, Interspeech 18, EMBC 18☆14Updated 4 years ago
- DCASE2020 Task2 Self-supervised learning solution☆31Updated 4 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆27Updated 3 years ago
- ☆21Updated 4 years ago
- Wavelet CNN, Texture Classification in Keras☆51Updated 2 years ago
- MobileNetV2-based baseline system for DCASE2021 Challenge Task 2.☆20Updated 3 years ago
- CNN - ELM model for mri brain decoding☆11Updated 6 years ago
- MIMII Sound Anomaly Detection with AutoEncoders☆37Updated 3 years ago
- PyTorch implementation of the paper "Semi-Supervised Acoustic Anomaly Detection via Contrastive Learning"☆20Updated last year
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 4 years ago
- Tensorflow implementation of a CycleGAN with a 1D Convolutional Neural Network and Gated units with options for the residual connections,…☆22Updated 6 years ago
- ☆13Updated 2 years ago
- The code for DCASE2021 task5 submission.☆20Updated 3 years ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆22Updated 4 years ago
- ☆21Updated 2 years ago
- Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Class…☆42Updated 3 years ago
- In this project we compared 5 models from GAN family in synthetic single heartbeat generation☆20Updated 2 years ago
- origin S_transform matlab code transfered to Python☆17Updated 5 years ago
- 2D residual U-Net (ResUNet) and a lead combiner (LC) for 12-lead ECG Abnormality Classification☆11Updated last year
- Subband averaging kurtogram (SAK), incorporating with dual-tree complex wavelet packet transform (DTCWPT), to improve performance of the …☆12Updated 3 years ago
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆104Updated 3 years ago
- ☆17Updated 2 years ago
- Score-based diffusion method for surface electromyograpny signal denoising☆19Updated 8 months ago
- The examples showcase two ways of using deep learning for classifying time-series data, i.e. ECG data. The first way is using continuous …☆17Updated 4 years ago