Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity

18 September 2019

Papers citing "Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity"

27 / 27 papers shown

Title
A Survey on Music Generation from Single-Modal, Cross-Modal, and Multi-Modal Perspectives Shuyu Li Shulei Ji Zihao Wang Songruoyao Wu Jiaxing Yu Kaipeng Zhang MGen VGen 70 1 0 01 Apr 2025
Sanidha: A Studio Quality Multi-Modal Dataset for Carnatic Music Venkatakrishnan Vaidyanathapuram Krishnan Noel Alben Anish Nair Nathaniel Condit-Schultz 46 0 0 12 Jan 2025
COCOLA: Coherence-Oriented Contrastive Learning of Musical Audio Representations Ruben Ciranni Emilian Postolache Giorgio Mariani Michele Mancusi Giorgio Fabbro Emanuele Rodolà Luca Cosmo 74 7 0 10 Jan 2025
Simultaneous Music Separation and Generation Using Multi-Track Latent Diffusion Models Tornike Karchkhadze M. Izadi Shlomo Dubnov DiffM 44 2 0 31 Dec 2024
SONIQUE: Video Background Music Generation Using Unpaired Audio-Visual Data Liqian Zhang Magdalena Fuentes DiffM VGen 39 3 0 04 Oct 2024
YourMT3+: Multi-instrument Music Transcription with Enhanced Transformer Architectures and Cross-dataset Stem Augmentation Sungkyun Chang Emmanouil Benetos Holger Kirchhoff Simon Dixon 37 2 0 05 Jul 2024
MusicScore: A Dataset for Music Score Modeling and Generation Yuheng Lin Zheqi Dai Qiuqiang Kong VLM 37 2 0 17 Jun 2024
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems Jiawei Zhang Jiaxin Zhuang Cheng Jin Gen Li Yuantao Gu DiffM 76 1 0 11 Jun 2024
Generalized Multi-Source Inference for Text Conditioned Music Diffusion Models Emilian Postolache Giorgio Mariani Luca Cosmo Emmanouil Benetos Emanuele Rodolà DiffM 43 9 0 18 Mar 2024
SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription Yongyi Zang Yi Zhong Frank Cwitkowitz Zhiyao Duan 29 6 0 16 Sep 2023
Multitrack Music Transcription with a Time-Frequency Perceiver Weiyi Lu Ju-Chiang Wang Yun-Ning Hung ViT AI4TS 28 24 0 19 Jun 2023
A study of audio mixing methods for piano transcription in violin-piano ensembles Hyemi Kim Jiyun Park Taegyun Kwon Dasaem Jeong Juhan Nam 23 2 0 23 May 2023
Universal Source Separation with Weakly Labelled Data Qiuqiang Kong K. Chen Haohe Liu Xingjian Du Taylor Berg-Kirkpatrick Shlomo Dubnov Mark D. Plumbley 18 17 0 11 May 2023
Tackling the Cocktail Fork Problem for Separation and Transcription of Real-World Soundtracks Darius Petermann G. Wichern Aswin Shanmugam Subramanian Zhong-Qiu Wang Jonathan Le Roux 27 10 0 14 Dec 2022
Show Me the Instruments: Musical Instrument Retrieval from Mixture Audio Kyungsuk Kim Minju Park Ha-na Joung Yunkee Chae Yeongbeom Hong Seonghyeon Go Kyogu Lee 11 6 0 15 Nov 2022
A Survey on Artificial Intelligence for Music Generation: Agents, Domains and Perspectives Carlos Hernandez-Olivan Javier Hernandez-Olivan J. R. Beltrán MGen 40 6 0 25 Oct 2022
Multi-instrument Music Synthesis with Spectrogram Diffusion Curtis Hawthorne Ian Simon Adam Roberts Neil Zeghidour Josh Gardner Ethan Manilow Jesse Engel DiffM 21 48 0 11 Jun 2022
Music Source Separation with Generative Flow Ge Zhu Jordan Darefsky Fei Jiang A. Selitskiy Z. Duan 21 6 0 19 Apr 2022
Improving Source Separation by Explicitly Modeling Dependencies Between Sources Ethan Manilow Curtis Hawthorne Cheng-Zhi Anna Huang Bryan Pardo Jesse Engel BDL 28 7 0 28 Mar 2022
Unsupervised Source Separation By Steering Pretrained Music Models Ethan Manilow P. O'Reilly Prem Seetharaman Bryan Pardo 24 2 0 25 Oct 2021
The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks Darius Petermann G. Wichern Zhong-Qiu Wang Jonathan Le Roux 23 37 0 19 Oct 2021
Don't Separate, Learn to Remix: End-to-End Neural Remixing with Joint Optimization Haici Yang Shivani Firodiya Nicholas J. Bryan Minje Kim 32 7 0 28 Jul 2021
Adversarial Unsupervised Domain Adaptation for Harmonic-Percussive Source Separation Carlos Lordelo Emmanouil Benetos S. Dixon Sven Ahlback Ohlsson Patrik 30 8 0 03 Jan 2021
A Study of Transfer Learning in Music Source Separation Andreas Bugler Bryan Pardo Prem Seetharaman 27 3 0 23 Oct 2020
Transcription Is All You Need: Learning to Separate Musical Mixtures with Score as Supervision Yun-Ning Hung G. Wichern Jonathan Le Roux 17 12 0 22 Oct 2020
Bespoke Neural Networks for Score-Informed Source Separation Ethan Manilow Bryan Pardo 11 4 0 29 Sep 2020
Few-Shot Drum Transcription in Polyphonic Music Yu Wang Justin Salamon M. Cartwright Nicholas J. Bryan J. P. Bello 19 20 0 06 Aug 2020