Music Style Transfer

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

3 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

10 shown of 10 papers with code (13 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• MelGAN-VC: Voice Conversion and Audio Style Transfer on arbitrarily long samples using Spectrograms
  8 Oct 2019 2 repositories listed
  We propose MelGAN-VC, a voice conversion method that relies on non-parallel speech data and is able to convert audio signals of arbitrary length from a source voice to a target voice.
• Tune It Up: Music Genre Transfer and Prediction
  27 Mar 2025 1 repository listed
  In this study, we adapt and improve CycleGAN model to perform music style transfer on Jazz and Classic genres.
• A Dataset and Baselines for Measuring and Predicting the Music Piece Memorability
  21 May 2024 1 repository listed
  Despite the abundance of music, certain pieces remain more memorable and often gain greater popularity.
• Msanii: High Fidelity Music Synthesis on a Shoestring Budget
  16 Jan 2023 1 repository listed Syntology ran 0 of 6 samples · 6 unverified
  In this paper, we present Msanii, a novel diffusion-based model for synthesizing long-context, high-fidelity music efficiently.
• Can Machines Generate Personalized Music? A Hybrid Favorite-aware Method for User Preference Music Transfer
  21 Jan 2022 1 repository listed
  User preference music transfer (UPMT) is a new problem in music style transfer that can be applied to many scenarios but remains understudied.
• Actions Speak Louder than Listening: Evaluating Music Style Transfer based on Editing Experience
  25 Oct 2021 1 repository listed
  In this paper, we propose an editing test to evaluate users' editing experience of music generation models in a systematic way.
• DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models
  30 Jul 2021 1 repository listed
  In this work, we present DadaGP, a new symbolic music dataset comprising 26, 181 song scores in the GuitarPro format covering 739 musical genres, along with an accompanying tokenized format well-suited for generative…
• MuseMorphose: Full-Song and Fine-Grained Piano Music Style Transfer with One Transformer VAE
  10 May 2021 1 repository listed Syntology ran 3 of 3 samples · 0 unverified
  Transformers and variational autoencoders (VAE) have been extensively employed for symbolic (e.
• Self-Supervised VQ-VAE for One-Shot Music Style Transfer
  10 Feb 2021 1 repository listed
  While several style conversion methods tailored to musical signals have been proposed, most lack the 'one-shot' capability of classical image style transfer algorithms.
• Groove2Groove: One-Shot Music Style Transfer with Supervision from Synthetic Data
  26 Aug 2020 1 repository listed
  Style transfer is the process of changing the style of an image, video, audio clip or musical piece so as to match the style of a given example.

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.