Search Results for author: Jingjing Tang

Found 4 papers, 1 papers with code

Reconstructing Human Expressiveness in Piano Performances with a Transformer Network

1 code implementation9 Jun 2023 Jingjing Tang, Geraint Wiggins, Gyorgy Fazekas

Capturing intricate and subtle variations in human expressiveness in music performance using computational approaches is challenging.

Music Performance Rendering

ProSTformer: Pre-trained Progressive Space-Time Self-attention Model for Traffic Flow Forecasting

no code implementations3 Nov 2021 Xiao Yan, Xianghua Gan, Jingjing Tang, Rui Wang

When pre-trained on the big scale datasets and transferred to the medium and small scale datasets, ProSTformer achieves a significant enhancement and behaves best.

Management

JAZZVAR: A Dataset of Variations found within Solo Piano Performances of Jazz Standards for Music Overpainting

no code implementations18 Jul 2023 Eleanor Row, Jingjing Tang, George Fazekas

In this paper, we outline the curation process for obtaining and sorting the repertoire, the pipeline for creating the Original and Variation pairs, and our analysis of the dataset.

Information Retrieval Music Information Retrieval +1

Composer Style-specific Symbolic Music Generation Using Vector Quantized Discrete Diffusion Models

no code implementations21 Oct 2023 Jincheng Zhang, Jingjing Tang, Charalampos Saitis, György Fazekas

The diffusion model is trained to generate intermediate music sequences consisting of codebook indexes, which are then decoded to symbolic music using the VQ-VAE's decoder.

Denoising Music Generation

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