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runngezhang's Projects

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

immgen icon immgen

some basic tools to access and normalise the IMMGEN arrays available from GEO

implementation-of-different-object-tracking-algorithms- icon implementation-of-different-object-tracking-algorithms-

In this project, we propose to detect moving objects using various detection algorithms and tracking of multiple moving objects using Kalman filter. The videos used for testing will been taken using still cameras, which are located in indoor as well as outdoor environment having moderate to complex environments. The system if fully automatic and requires no manual input of any kind for initialization of tracking. The algorithm will be validated on human video sequences.

improved-gan icon improved-gan

Code for the paper "Improved Techniques for Training GANs"

improvedsegan icon improvedsegan

This repository is an extension of GAN based speech enhancement called SEGAN, and we present two modifications to make model training more robust and stable.

inafaceanalyzer icon inafaceanalyzer

INA's library with pretrained models for gender and age prediction from faces.

inaspeechsegmenter icon inaspeechsegmenter

CNN-based audio segmentation toolkit. Allows to detect speech, music and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.

inception-v4 icon inception-v4

Inception-v4, Inception - Resnet-v1 and v2 Architectures in Keras

indoor-altitude-estimation-of-uavs-using-a-bank-of-kalman-filters icon indoor-altitude-estimation-of-uavs-using-a-bank-of-kalman-filters

Ref: L. Yang, H. Wang, Y. El-Laham, J. Fonte, D. Pérez and M. F. Bugallo, "Indoor altitude estimation of unmanned aerial vehicles using a bank of Kalman filters", in Proc. IEEE Int. Conf. Acoust., Speech, Signal Process., ICASSP-2020, Virtual Barcelona, May 4-8, 2020.

inpaint icon inpaint

:pencil2: Inpaint is a C++ library providing image inpainting algorithms

inpainting icon inpainting

Implementation of "Context Encoders: Feature Learning by Inpainting"

inst-psd icon inst-psd

Instantaneous PSD estimation for speech enhancement based on generalized principal components.

instructdiffusion icon instructdiffusion

PyTorch implementation of InstructDiffusion, a unifying and generic framework for aligning computer vision tasks with human instructions.

intelligentcompressor icon intelligentcompressor

This is the repo for an intelligent compressor, written in Matlab, to go along with a paper written for AES Convention 145

inter-subnet icon inter-subnet

The official PyTorch implementation of "Inter-SubNet: Speech Enhancement with Subband Interaction", accepted by ICASSP 2023.

interspeech-2023-papers icon interspeech-2023-papers

INTERSPEECH 2023 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

interview icon interview

个人面试资料总结,包括:C++,Python,数据结构与算法,ML,感知。

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