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2019

关于2019和2018年的一些东西

acl2022-reparametrization-trick-broke-differential-privacy

ACL 2022: How reparametrization trick broke differentially-private text representation leaning

analytic-gaussian-mechanism

Analytic calibration for differential privacy with Gaussian perturbations

attack_practical_asv

ICASSP 2021 accepted paper

awesome-speech-recognition-speech-synthesis-papers

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

bert-ner

Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.

bert-ner-1

Pytorch-Named-Entity-Recognition-with-BERT

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

deepspeech.pytorch

Speech Recognition using DeepSpeech2.

differential-privacy

Accompanying source code to my Bachelor's thesis at TUHH

differential-privacy-federated-learning

Curated notebooks on how to train neural networks using differential privacy and federated learning.

differential-privacy-library

Diffprivlib: The IBM Differential Privacy Library

dp-rewrite

DP-Rewrite: Towards Reproducibility and Transparency in Differentially Private Text Rewriting

dvector

Speaker embedding (d-vector) trained with GE2E loss

emotionalconversionstargan

This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".

emotionless_privacy_preserving_speech_analysis

end-to-end-e2e-named-entity-recognition-from-english-speech

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

fastspeech2

Multi-Speaker Pytorch FastSpeech2: Fast and High-Quality End-to-End Text to Speech :fist:

federated-learning-with-differential-privacy

Implementation of dp-based federated learning framework using PyTorch

flashtext

Extract Keywords from sentence or Replace keywords in sentences.

genderless_

Privacy-Preserving Speech Recongition

gense

Official implementaion of EMNLP 2022 paper "Generate, Discriminate, and Contrast: A Semi-Supervised Sentence Representation Learning Framework"

glow-tts

A Generative Flow for Text-to-Speech via Monotonic Alignment Search

icassp2021-emotion-tts

Please visit: https://thuhcsi.github.io/icassp2021-emotion-tts/

kaldi-io-for-python

Python functions for reading kaldi data formats. Useful for rapid prototyping with python.

keyphraseextraction

Keyphrase Extraction Review

keyword-extraction

Python实现中文文本关键词抽取，分别用了TF-IDF、LDA、RNN、LSTM和LR-SGD两类共五种方法，全网最全没有之一。

keyword-transformer

keywordextractor-datasets