Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015)
最近更新: 6年多前This repository contains the source code of our work on designing efficient CNNs for computer vision
最近更新: 6年多前A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
最近更新: 6年多前Alex Yee's and Niccolò Pignatelli's 6.867 Machine Learning Final Project. Detection of anomalous heart sounds. CNN vs SVM vs Log Regr
最近更新: 6年多前Learning Lightweight Lane Detection CNNs by Self Attention Distillation (ICCV 2019)
最近更新: 6年多前Real Time Speech Enhancement in the Waveform Domain (Interspeech 2020)We provide a PyTorch implementation of the paper Real Time Speech Enhancement in the Waveform Domain. In which, we present a causal speech enhancement model working on the raw waveform that runs in real-time on a laptop CPU. The proposed model is based on an encoder-decoder architecture with skip-connections. It is optimized on both time and frequency domains, using multiple loss functions. Empirical evidence shows that it is capable of removing various kinds of background noise including stationary and non-stationary noises, as well as room reverb. Additionally, we suggest a set of data augmentation techniques applied directly on the raw waveform which further improve model performance and its generalization abilities.
最近更新: 暂未更新
