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2020-au338

网络系统与控制课程大作业代码

3dmppe_posenet_release

Official PyTorch implementation of "Camera Distance-aware Top-down Approach for 3D Multi-person Pose Estimation from a Single RGB Image ", ICCV 2019

accomontage

Code and MIDI demo for paper: Zhao et al., AccoMontage: Accompaniment Arrangement via Phrase Selection and Style Transfer, ISMIR 2021

accomontage-3

Code and demo for paper: Zhao et al., AccoMontage-3: Full-Band Accompaniment Arrangement via Sequential Style Transfer and Multi-Track Function Prior.

accompaniment-generation-via-music-representation-learning

Accompaniment Generation via Music Representation Learning

adversarial-ec2-vae--melody-generation-towards-better-chord-control

Adversarial EC2-VAE: Melody Generation towards Better Chord Control

auto-mask-music-generative-model-via-ec2-vae-disentanglement

Implementing EC2-VAE to the conditional generative model to generate music with controlling rhythm patterns

beat-transformer

Codes for ISMIR 2022 paper: Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention

cs5242_2022_spring

Neural Networks and Deep Learning, NUS CS5242, 2022 Spring

dat-cvae

Codes and MIDI demos of ISMIR 2022 paper: Domain Adversarial Training on Conditional Variational Auto-Encoder for Controllable Music Generation

dataset

deep-music-analogy-demos

MIDI demos in paper: "DEEP MUSIC ANALOGY VIA LATENT REPRESENTATION DISENTANGLEMENT"

deep_motion_mag

Tensorflow implementation of Learning-based Video Motion Magnification

hierarchical-structure-analysis

Algorithm and Data for paper "Automatic Detection of Hierarchical Structure and Influence of Structure on Melody, Harmony and Rhythm in Popular Music"

madmom

Python audio and music signal processing library

musescore

MuseScore is an open source and free music notation software. For support, contribution, bug reports, visit MuseScore.org. Fork and make pull requests!

pianotree-vae

The repository of the paper: Wang et al., PIANOTREE VAE: Structured Representation Learning for Polyphonic Music, ISMIR 2020.

polyphonic-chord-texture-disentanglement

The repository of the paper: Wang et al., Learning interpretable representation for controllable polyphonic music generation, ISMIR 2020.

pseudo-3d-pytorch

pytorch version of pseudo-3d-residual-networks(P-3D), pretrained model is supported

pseudo-3d-residual-networks

Pseudo-3D Convolutional Residual Networks for Video Representation Learning

pytorch-vq-vae

PyTorch implementation of VQ-VAE by Aäron van den Oord et al.

query-and-rearrange

Code and demo for paper: Zhao et al., "Q&A: Query-Based Representation Learning for Multi-Track Symbolic Music re-Arrangement," IJCAI 2023

real-time-music-driven-dancing-robot

sound-frequency-analysis

soundtrackclassification

Video Action Recognition based on soundtrack for Kinetics-600 Dataset

video-to-pose3d

Convert video to 3D pose in one-key.