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Piano Skills Assessment [IEEE MMSP 2021]

Home Page: https://arxiv.org/abs/2101.04884

Python 100.00%
action-quality-assessment audio-analysis audio-classification audio-cnn audio-processing multimodal-deep-learning multimodal-learning piano piano-skills skills-assessment video-analysis video-understanding

piano-skills-assessment's Introduction

  • ๐Ÿ‘‹ Hi, Iโ€™m ParitoshParmar

  • ๐Ÿ‘€ Iโ€™m interested in Computer Vision, especially, Video Understanding

  • โœจ My latest projects:

    • NeuroSymbolic Approach for Action Quality Assessment [๐Ÿ† CVPR 2024 CVSports Best Paper Award] [Code] [Demo]
    • Fine-grained Exercise Action Quality Assessment: Novel Domain Knowledge-Informed Self-Supervised Pose-Motion Contrastive Approaches for Fine-grained Action Quality Assessment (can be used for Diving as well!) + Fitness-AQA dataset
    • Multimodal Piano Skills Assessment: Audio CNN + Video CNN + Multimodal CNN Approaches for Piano Skills Assessment + Multimodal Dataset for Piano Skills Assessment
    • Novel Test Benchmark for Truer Video Understanding: Novel Challenging Video Understanding Dataset -- Win-Fail Action Understanding dataset + In-Depth Analysis of various Video Understanding baseline models
    • Multitask Action Quality Assessment: Levaraging Fine-grained, Detailed Action Description Generation and Fine-grained Action Recognition to Improve Performance on Action Quality Assessment + Better Generalization from Diving to Gymnastic Vault + Largest Multilabel Diving AQA Dataset

piano-skills-assessment's People

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hadryan sgaluza

piano-skills-assessment's Issues

Access to Dataset

Hi, I've submitted a request access to the dataset but have not heard back. Is it possible to get access? I'm a PhD student and would like to use the dataset for research purposes. Thank you!

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