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Rpersie's Projects

specgan icon specgan

Noisy to clean spectral mapping of speech using adversarial training

speech-enhancement-dnn icon speech-enhancement-dnn

Use DNN to estimate the phase information of the speech in STFT filed to improve the speech quality and intelligibility.

speech-to-text-wavenet icon speech-to-text-wavenet

Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow

speech-transformer icon speech-transformer

A PyTorch implementation of Speech Transformer, an End-to-End ASR with Transformer network on Mandarin Chinese.

sru icon sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

stanford-ctc icon stanford-ctc

Neural net code for lexicon-free speech recognition with connectionist temporal classification

tac icon tac

transform-average-concatenate (TAC) method for end-to-end microphone permutation and number invariant ad-hoc beamforming.

tdengine icon tdengine

An open-source big data platform designed and optimized for the Internet of Things (IoT).

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_multigpu_imagenet icon tensorflow_multigpu_imagenet

Tensorflow code for training different architectures(DenseNet, ResNet, AlexNet, GoogLeNet, VGG, NiN) on ImageNet dataset + Multi-GPU support + Transfer Learning support

tf-dann icon tf-dann

Domain-Adversarial Neural Network in Tensorflow

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