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A dataset for multimodal music information retrieval of Sotho-Tswana musical videos [PDF]
Data in BriefThe existence of diverse traditional machine learning and deep learning models designed for various multimodal music information retrieval (MIR) applications, such as multimodal music sentiment analysis, genre classification, recommender systems, and ...
Osondu Oguike, Mpho Primus
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Text-to-music generation models capture musical semantic representations in the human brain [PDF]
Nature CommunicationsAligning brain activity with machine-learning models offers a way to understand how the brain represents the world, and such models relate to the brain. In this paper, we explore the functional correspondence between music-specific information and brain ...
Timo I. Denk +6 more
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Survey of Research on Automatic Music Annotation and Classification Methods [PDF]
Jisuanji kexue yu tansuo, 2023 Music is one of the most popular forms of art and entertainment, and it is an artistic language to express or entrust people??s feelings. However, with the rapid increase of digital music, it is very difficult to manage and filter music through shallow ...
ZHANG Rulin, WANG Hailong, LIU Lin, PEI Dongmei
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A Dual-Path Cross-Modal Network for Video-Music Retrieval
Sensors, 2023 In recent years, with the development of the internet, video has become more and more widely used in life. Adding harmonious music to a video is gradually becoming an artistic task. However, artificially adding music takes a lot of time and effort, so we
Xin Gu, Yinghua Shen, Chaohui Lv
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Efficient Retrieval of Music Recordings Using Graph-Based Index Structures
Signals, 2021 Flexible retrieval systems are required for conveniently browsing through large music collections. In a particular content-based music retrieval scenario, the user provides a query audio snippet, and the retrieval system returns music recordings from the
Frank Zalkow +2 more
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Piano Sheet Music Identification Using Dynamic N-gram Fingerprinting
Transactions of the International Society for Music Information Retrieval, 2021 This article introduces a method for large-scale retrieval of piano sheet music images. We study this problem in two different scenarios: camera-based sheet music identification and MIDI-sheet image retrieval.
Daniel Yang, T. J. Tsai
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Music Information Retrieval and Contemporary Classical Music: A Successful Failure
Transactions of the International Society for Music Information Retrieval, 2020 This paper is about the story of my relationship, as a contemporary music composer, with computational tools that are situated in the areas of signal processing, machine learning and music information retrieval (MIR).
Carmine-Emanuele Cella
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ELEMENTS OF MUSIC BASED ON ARTIFICIAL INTELLIGENCE [PDF]
Acta Informatica Malaysia, 2020 Thus, for the current status of research and practical music audio processing needs, this paper argues, the music element analysis technology is the key to this research field, and on this basis, proposes a new framework music processing – Music ...
Alberto Moreno
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Intelligent User Interfaces for Music Discovery
Transactions of the International Society for Music Information Retrieval, 2020 Assisting the user in finding music is one of the original motivations that led to the establishment of Music Information Retrieval (MIR) as a research field.
Peter Knees +2 more
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Map, Trigger, Score, Procedure: machine-listening paradigms in live-electronics
Revista Vortex, 2022 Since the advent of real-time computer music environments, composers have increasingly incorporated DSP analysis, synthesis, and processing algorithms in their creative practices.
Vinícius Cesar de Oliveira +1 more
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