pratyush-prateek / environmental_sound_classification_1DCNN
Classification of environmental sounds using 1D convolutional Neural network
☆32Updated 4 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
- Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM☆103Updated 3 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
- Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU☆27Updated 4 years ago
- ☆21Updated 2 years ago
- 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 (…☆28Updated 5 years ago
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆62Updated 4 years ago
- ☆54Updated 6 years ago
- Environmental sound classification with Convolutional neural networks and the UrbanSound8K dataset.☆60Updated 3 years ago
- Audio classification via transfer learning☆33Updated 5 years ago
- CNN 1D vs 2D audio classification☆104Updated 5 years ago
- Autoencoder-based baseline system for DCASE2021 Challenge Task 2.☆27Updated 3 years ago
- Classification of Urban Sound Audio Dataset using LSTM-based model.☆72Updated 2 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
- Audio classification is a popular topic, here I implement several models using TenserFlow and Keras.☆24Updated 4 years ago
- This code aims at weakly-labeled semi-supervised sound event detection. The code embraces two methods we proposed to solve this task: sp…☆127Updated 4 years ago
- DCASE2020 Challenge Task 2 baseline system☆101Updated 2 years ago
- Audio MNIST Classification using 1D-CNN, 2D-CNN, GAN+2D-CNN, CVN+RandomForest, and LSTMs.☆14Updated 3 years ago
- DCASE2020 Task2 Self-supervised learning solution☆31Updated 3 years ago
- Feature extraction of speech signal is the initial stage of any speech recognition system.☆92Updated 4 years ago
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆16Updated 9 months ago
- ☆51Updated 6 months ago
- Automatic speech emotion recognition based on transfer learning from spectrograms using ResNET☆21Updated 2 years ago
- ☆53Updated 4 years ago
- Urban Sound Classification: With Random Forest, SVM, DNN, RNN, and CNN Classifiers☆52Updated 7 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
- Code for our paper "Acoustic Features Fusion using Attentive Multi-channel Deep Architecture" in Keras and tensorflow☆26Updated 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
- A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks☆25Updated last year
- ☆82Updated last year