ARBasharat / AudioClassification
Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.
☆14Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for AudioClassification
- Attention-based Hybrid CNN-LSTM and Spectral Data Augmentation for COVID-19 Diagnosis from Cough Sound☆26Updated 2 years ago
- Tunable-Q Wavelet Transform and Resonance-based Signal Decomposition Toolkit☆25Updated 11 months ago
- Classification of environmental sounds using 1D convolutional Neural network☆32Updated 4 years ago
- Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (…☆28Updated 4 years ago
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆26Updated 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
- ☆22Updated 2 years ago
- Feature extraction from speech signals based on representation learning strategies using pre-trained autoencoders☆15Updated last year
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆61Updated 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…☆26Updated 4 years ago
- DCASE2020 Task2 Self-supervised learning solution☆32Updated 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☆103Updated 3 years ago
- ☆21Updated 4 years ago
- CNN - ELM model for mri brain decoding☆11Updated 6 years ago
- ☆12Updated 3 years ago
- Classify ECG signals into predefined categories based on heartbeat abnormality by transforming time series to images☆23Updated 4 years ago
- Data augmentation using Conditional Generative Adversarial Networks (cGAN)☆17Updated last year
- ☆18Updated 7 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆28Updated 3 years ago
- The code for DCASE2021 task5 submission.☆20Updated 2 years ago
- 利用小波变换对信号进行去噪及反卷积处理☆13Updated 4 years ago
- ☆14Updated last year
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆22Updated 4 years ago
- Audio classification via transfer learning☆32Updated 5 years ago
- Autoencoder(AE) based methods for anomalous sound detection(ASD)☆10Updated last year
- ☆17Updated 3 years ago
- ☆18Updated last year
- DCASE 2020 Task 2 - Unsupervised Detection of Anomalous Sounds for Machine Condition Monitoring☆50Updated 4 years ago
- Predicting the labels (spoken languages) of audio files with audio features (MFCC, RASTA, PLP) using ML-based and statistical approaches …☆10Updated 5 years ago