Hadryan / TFNet-for-Environmental-Sound-Classification
Learning discriminative and robust time-frequency representations for environmental sound classification: Convolutional neural networks (CNN) are one of the best-performing neural network architectures for environmental sound classification (ESC). Recently, attention mechanisms have been used in CNN to capture the useful information from the aud…
☆28Updated 5 years ago
Alternatives and similar repositories for TFNet-for-Environmental-Sound-Classification:
Users that are interested in TFNet-for-Environmental-Sound-Classification are comparing it to the libraries listed below
- Source separation of underwater acoustic radiated noise signals from ships with unknown numbers of signals. Using keras 2.2.4 with tenso…☆18Updated last month
- SELD-TCN: Sound Event Detection & Localization via Temporal Convolutional Network | Python w/ Tensorflow☆62Updated 4 years ago
- Generative Adversarial Network implemented for the Time-Frequency based Speech Enhancement☆8Updated 8 months ago
- A framework for quick testing and comparing multi-channel speech enhancement and separation methods, such as DSB, MVDR, LCMV, GEVD beamfo…☆148Updated 3 years ago
- A self-supervised speech denoising strategy named Only-Noisy Training (ONT), which solves the speech denoising problem with only noisy au…☆65Updated last year
- ☆46Updated 4 years ago
- TCNN Temporal convolutional neural network for real-time speech enhancement in the time domain☆47Updated 2 years ago
- Official implementation of the paper "An Investigation of Preprocessing Filters and Deep Learning Methods for Vessel Type Classification …☆16Updated 9 months ago
- Kalman filtering for speech signal enhancement☆19Updated 8 years ago
- ☆62Updated 5 months ago
- ☆18Updated last year
- keras_multi_target_signal_recognition Underwater single channel acoustic multiple targets recognition using ResNet, DenseNet, and Complex…☆27Updated 2 years ago
- Inspired by the convolutional recurrent neural network(CRNN) and inception, we propose a multiscale time-frequency convolutional recurren…☆22Updated 4 years ago
- Method for Splitting the DeepShip Dataset☆35Updated 2 months ago
- 把 wave-u-net 网络应用于语音增强领域中☆14Updated 4 years ago
- A two-stage polyphonic sound event detection and localization method for both SED and DOA.☆110Updated 2 years ago
- Time-weighted Frequency Domain Audio Representation (TWFR) with GMM Estimator for Anomalous Sound Detection☆22Updated last year
- A spectro-temporal fusion feature, STgram, with MobileFaceNet For more stable Anomalous Sound Detection☆80Updated last year
- ☆24Updated 2 years ago
- Noise Adaptive Speech Enhancement using Domain Adversarial Training☆22Updated 5 years ago
- Compare AIRES BSS with TRINICON, ILRMA and AuxIVA (online and offline versions)☆72Updated 4 years ago
- ☆21Updated 3 years ago
- Autoencoder(AE) based methods for anomalous sound detection(ASD)☆10Updated 2 years ago
- ☆31Updated 2 months ago
- Official code of "DeFT-AN: Dense Frequency-Time Attentive Network for Multichannel Speech Enhancement, IEEE Signal Processing Letters, 20…☆23Updated 3 months ago
- 网络出处：Interactive Speech and Noise Modeling for Speech Enhancement☆28Updated 3 years ago
- ☆89Updated last year
- transformer based neural network for speech enhancement in time domain☆67Updated 2 years ago
- ☆53Updated 4 years ago
- 求取语音的MFCC参数和GFCC参数，可用于语音信号特征提取☆10Updated 3 years ago