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Proceedings of the 1st Workshop on NLP for Music and Audio (NLP4MusA)
Sergio Oramas | Luis Espinosa-Anke | Elena Epure | Rosie Jones | Mohamed Sordo | Massimo Quadrana | Kento Watanabe

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Discovering Music Relations with Sequential Attention
Junyan Jiang | Gus Xia | Taylor Berg-Kirkpatrick

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Lyrics Information Processing: Analysis, Generation, and Applications
Kento Watanabe | Masataka Goto

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Did You “Read” the Next Episode? Using Textual Cues for Predicting Podcast Popularity
Brihi Joshi | Shravika Mittal | Aditya Chetan

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Using Latent Semantics of Playlist Titles and Descriptions to Enhance Music Recommendations
Yun Hao | J. Stephen Downie

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Prediction of user listening contexts for music playlists
Jeong Choi | Anis Khlif | Elena Epure

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An Information-based Model for Writing Style Analysis of Lyrics
Melesio Crespo-Sanchez | Edwin Aldana-Bobadilla | Ivan Lopez-Arevalo | Alejandro Molina-Villegas

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Generation of lyrics lines conditioned on music audio clips
Olga Vechtomova | Gaurav Sahu | Dhruv Kumar

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Hyperbolic Embeddings for Music Taxonomy
Maria Astefanoaei | Nicolas Collignon

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Computational Linguistics Metrics for the Evaluation of Two-Part Counterpoint Generated with Neural Machine Translation
Stefano Kalonaris | Thomas McLachlan | Anna Aljanaki

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Interacting with GPT-2 to Generate Controlled and Believable Musical Sequences in ABC Notation
Cariña Geerlings | Albert Meroño-Peñuela

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BUTTER: A Representation Learning Framework for Bi-directional Music-Sentence Retrieval and Generation
Yixiao Zhang | Ziyu Wang | Dingsu Wang | Gus Xia

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Unsupervised Melody Segmentation Based on a Nested Pitman-Yor Language Model
Shun Sawada | Kazuyoshi Yoshii | Keiji Hirata

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MusicBERT - learning multi-modal representations for music and text
Federico Rossetto | Jeff Dalton

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Music autotagging as captioning
Tian Cai | Michael I Mandel | Di He

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Comparing Lyrics Features for Genre Recognition
Maximilian Mayerl | Michael Vötter | Manfred Moosleitner | Eva Zangerle

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Classification of Nostalgic Music Through LDA Topic Modeling and Sentiment Analysis of YouTube Comments in Japanese Songs
Kongmeng Liew | Yukiko Uchida | Nao Maeura | Eiji Aramaki