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ai-x-king's Projects

adversarial icon adversarial

Code and hyperparameters for the paper "Generative Adversarial Networks"

alimeeting icon alimeeting

The project is associated with the recently-launched ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge (M2MeT) to provide participants with baseline systems for speech recognition and speaker diarization in conference scenario.

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 50! Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

apps icon apps

one benchmark for llm coding

awesome-diarization icon awesome-diarization

A curated list of awesome Speaker Diarization papers, libraries, datasets, and other resources.

ax icon ax

Adaptive Experimentation Platform

c-plus-plus icon c-plus-plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

calculator icon calculator

Windows Calculator: A simple yet powerful calculator that ships with Windows

chainer icon chainer

A flexible framework of neural networks for deep learning

codeformer icon codeformer

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

cpc_audio icon cpc_audio

An implementation of the Contrast Predictive Coding (CPC) method to train audio features in an unsupervised fashion.

ctc icon ctc

Primer on CTC implementation in pure Python PyTorch code

ctcdecoder icon ctcdecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

deeplearningpython icon deeplearningpython

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dns-challenge icon dns-challenge

This repo contains the scripts, models, and required files for the Deep Noise Suppression (DNS) Challenge.

ecapa-tdnn icon ecapa-tdnn

Unofficial reimplementation of ECAPA-TDNN for speaker recognition (EER=0.86 for Vox1_O when train only in Vox2)

esl-cn icon esl-cn

The Elements of Statistical Learning (ESL)็š„ไธญๆ–‡็ฟป่ฏ‘ใ€ไปฃ็ ๅฎž็ŽฐๅŠๅ…ถไน ้ข˜่งฃ็ญ”ใ€‚

espnet icon espnet

End-to-End Speech Processing Toolkit

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