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The temperament police
(Oxford University Press, 2014-10-11)
Keyboard temperaments have been extensively discussed in historical treatises as well as more recent scholarly texts. The work presented in this article aims to provide a unique perspective on the subject, by applying ...
Humanities and Engineering Perspectives on Music Transcription
(Oxford University Press (OUP), 2021)
Music transcription is a process of creating a notation of musical sounds. It has been used as a basis for the analysis of music from a wide variety of cultures. Recent decades have seen an increasing amount of engineering ...
From Audio to Music Notation
(Springer International Publishing, 2021-08-03)
The field of Music Information Retrieval (MIR) focuses on creating methods and practices for making sense of music data from various modalities, including audio, video, images, scores and metadata. Within MIR, a core problem ...
MERTech: instrument playing technique detection using self-supervised pretrained model with multi-task finetuning
(IEEE, 2024-04-14)
Instrument playing techniques (IPTs) constitute a pivotal component of musical expression. However, the development of automatic IPT detection methods suffers from limited labeled data and inherent class imbalance issues. ...
On the effectiveness of speech self-supervised learning for music
(International Society for Music Information Retrieval Conference (ISMIR), 2023-11-05)
Self-supervised learning (SSL) has shown promising results in various speech and natural language processing applications. However, its efficacy in music information retrieval (MIR) still remains largely unexplored. While ...
LyricWhiz: Robust Multilingual Lyrics Transcription by Whispering to ChatGPT
(International Society for Music Information Retrieval Conference (ISMIR), 2023-11-05)
We introduce LyricWhiz, a robust, multilingual, and zero-shot automatic lyrics transcription method achieving state-of-the-art performance on various lyrics transcription datasets, even in challenging genres such as rock ...