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ArticlesPeer ReviewedFull Text
Auxiliary self-supervision to metric learning for music similarity-based retrieval and auto-tagging
Author / Creator:Akama, Taketo ; Kitano, Hiroaki ; Takematsu, Katsuhiro ; Miyajima, Yasushi ; Polouliakh, Natalia
Publisher:San Francisco, CA USA: Public Library of Science
Journal title:PloS one, 2023-11, Vol.18 (11), p.e0294643-e0294643
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ArticlesPeer ReviewedFull Text
Predicting artificial neural network representations to learn recognition model for music identification from brain recordings
Author / Creator:Akama, Taketo ; Zhang, Zhuohao ; Li, Pengcheng ; Hongo, Kotaro ; Minamikawa, Shun ; Polouliakh, Natalia
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2025-05, Vol.15 (1), p.18869-15, Article 18869
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ArticlesPeer ReviewedFull Text
A Geometric Clustering Tool (AGCT) to robustly unravel the inner cluster structures of time-series gene expressions
Author / Creator:Nock, Richard ; Polouliakh, Natalia ; Nielsen, Frank ; Oka, Keigo ; Connell, Carlin R. ; Heimhofer, Cedric ; Shibanai, Kazuhiro ; Ghosh, Samik ; Aisaki, Ken-ichi ; Kitajima, Satoshi ; Kanno, Jun ; Akama, Taketo ; Kitano, Hiroaki
Publisher:San Francisco: Public Library of Science
Journal title:PloS one, 2020-07, Vol.15 (7), p.e0233755-e0233755
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ArticlesPeer ReviewedFull Text
A Geometric Clustering Tool
Author / Creator:Nock, Richard ; Polouliakh, Natalia ; Nielsen, Frank ; Oka, Keigo ; Connell, Carlin R ; Heimhofer, Cedric ; Shibanai, Kazuhiro ; Ghosh, Samik ; Aisaki, Ken-ichi ; Kitajima, Satoshi ; Kanno, Jun ; Akama, Taketo ; Kitano, Hiroaki
Publisher:Public Library of Science
Journal title:PloS one, 2020-07, Vol.15 (7), p.e0233755
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ArticlesFull Text
A Contextual Latent Space Model: Subsequence Modulation in Melodic Sequence
Author / Creator:Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2021-11
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ArticlesFull Text
Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement
Author / Creator:Take, Osamu ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-10
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ArticlesFull Text
A Computational Analysis of Lyric Similarity Perception
Author / Creator:Haven, Kim ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-08
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ArticlesFull Text
Annotation-free Automatic Music Transcription with Scalable Synthetic Data and Adversarial Domain Confusion
Author / Creator:Sato, Gakusei ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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ArticlesFull Text
A Preliminary Investigation on Flexible Singing Voice Synthesis Through Decomposed Framework with Inferrable Features
Author / Creator:Lester, Phillip Violeta ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-07
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ArticlesFull Text
Music Proofreading with RefinPaint: Where and How to Modify Compositions given Context
Author / Creator:Ramoneda, Pedro ; Rocamora, Martin ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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ArticlesFull Text
GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning
Author / Creator:Narita, Gaku ; Shimizu, Junichi ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-03
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ArticlesFull Text
Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging
Author / Creator:Akama, Taketo ; Kitano, Hiroaki ; Takematsu, Katsuhiro ; Miyajima, Yasushi ; Polouliakh, Natalia
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-04
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ArticlesFull Text
Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings
Author / Creator:Akama, Taketo ; Zhang, Zhuohao ; Li, Pengcheng ; Hongo, Kotaro ; Kitano, Hiroaki ; Minamikawa, Shun ; Polouliakh, Natalia
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-12
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ArticlesFull Text
Naturalistic Music Decoding from EEG Data via Latent Diffusion Models
Author / Creator:Postolache, Emilian ; Polouliakh, Natalia ; Kitano, Hiroaki ; Connelly, Akima ; Rodolà, Emanuele ; Cosmo, Luca ; Akama, Taketo
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-09
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ArticlesFull Text
Automatic Piano Transcription with Hierarchical Frequency-Time Transformer
Author / Creator:Toyama, Keisuke ; Akama, Taketo ; Ikemiya, Yukara ; Takida, Yuhta ; Wei-Hsiang Liao ; Mitsufuji, Yuki
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-07
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ArticlesFull Text
Music Foundation Model as Generic Booster for Music Downstream Tasks
Author / Creator:Liao, WeiHsiang ; Takida, Yuhta ; Ikemiya, Yukara ; Zhong, Zhi ; Lai, Chieh-Hsin ; Fabbro, Giorgio ; Shimada, Kazuki ; Toyama, Keisuke ; Kinwai Cheuk ; Martínez-Ramírez, Marco A ; Takahashi, Shusuke ; Uhlich, Stefan ; Akama, Taketo ; Choi, Woosung ; Koyama, Yuichiro ; Mitsufuji, Yuki
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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Auxiliary self-supervision to metric learning for music similarity-based retrieval and auto-tagging

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Predicting artificial neural network representations to learn recognition model for music identification from brain recordings

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A Geometric Clustering Tool (AGCT) to robustly unravel the inner cluster structures of time-series gene expressions

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A Geometric Clustering Tool

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A Contextual Latent Space Model: Subsequence Modulation in Melodic Sequence

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Annotation-Free MIDI-to-Audio Synthesis via Concatenative Synthesis and Generative Refinement

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A Computational Analysis of Lyric Similarity Perception

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Annotation-free Automatic Music Transcription with Scalable Synthetic Data and Adversarial Domain Confusion

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A Preliminary Investigation on Flexible Singing Voice Synthesis Through Decomposed Framework with Inferrable Features

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Music Proofreading with RefinPaint: Where and How to Modify Compositions given Context

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GANStrument: Adversarial Instrument Sound Synthesis with Pitch-invariant Instance Conditioning

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Self-supervised Auxiliary Loss for Metric Learning in Music Similarity-based Retrieval and Auto-tagging

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Predicting Artificial Neural Network Representations to Learn Recognition Model for Music Identification from Brain Recordings

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Naturalistic Music Decoding from EEG Data via Latent Diffusion Models

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Automatic Piano Transcription with Hierarchical Frequency-Time Transformer

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Music Foundation Model as Generic Booster for Music Downstream Tasks

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