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zhanger's Projects

acai icon acai

Code for "Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer"

ailearning icon ailearning

AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

aniportrait icon aniportrait

AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation

anomalib icon anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

approximatenonlinearmpc icon approximatenonlinearmpc

Implementation of model predictive control for nonlinear systems via machine learning and function approximators

asr-model-ctc icon asr-model-ctc

ASR deep learning models (use BiGRU & WaveNet & CTC), use Tensorflow2 基于CTC端到端学习方法的中文语音识别模型

ast icon ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

audiomentations icon audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

autompc icon autompc

Automatic Tuning for Data-driven Model Predictive Control

baby-llama2-chinese icon baby-llama2-chinese

用于从头预训练+SFT一个小参数量的中文LLaMa2的仓库;24G单卡即可运行得到一个具备简单中文问答能力的chat-llama2.

cmgan icon cmgan

Conformer-based Metric GAN for speech enhancement

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

conv-tasnet icon conv-tasnet

A PyTorch implementation of Conv-TasNet described in "TasNet: Surpassing Ideal Time-Frequency Masking for Speech Separation" with Permutation Invariant Training (PIT).

cpc_audio icon cpc_audio

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

d2l-zh icon d2l-zh

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被全球140所大学采用教学。

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