Uploaded December 2021 | Updated September 2026, 2 weeks ago
In November, I had the chance to attend ISMIR2021 (International Society of Music Information Retrieval Conference), the most important conference in AI Music.
If you’re into AI Music, you should always keep an eye on this conference.
This year’s iteration was particularly interesting, because of the breadth of the topics covered, from music cover detection, to music representations, from generative music, to music psychology experiments.
In this video, I share an overview of the 8 papers I liked the most.
0:00 Intro
2:10 The Words Remain the Same: Cover Detection with Lyrics Transcription
8:05 Cross-cultural Mood Perception in Pop Songs and its Alignment with Mood Detection Algorithm
11:34 A Modular System for the Harmonic Analysis of Musical Scores using a Large Vocabulary
19:30 Does Track Sequence in User-generated Playlists Matter?
25:40 Semi-supervised Music Tagging Transformer
34:26 Controllable Deep Melody Generation via Hierarchical Music Structure Representation
40:40 Contrastive Learning of Musical Representations
48:13 An interpretable music similarity measure based on path interestingness
51:54 Outro
======================================================
Valerio's papers notes:
docs.google.com/document/d/1GqrCOi_tdT89bAG_zdCpJWmYRE_duKPIsT3exhFxqhA/edit?usp=sharing
ISMIR2021 website:
ismir2021.ismir.net
Conference proceedings:
ismir2021.ismir.net/papers
=======================================================
Interested in hiring me as a consultant?
valeriovelardo.com
Join The Sound Of AI Slack community:
valeriovelardo.com/the-sound-of-ai-community
Connect with Valerio on Linkedin:
linkedin.com/in/valeriovelardo
Follow Valerio on Facebook:
facebook.com/TheSoundOfAI
Follow Valerio on Twitter:
twitter.com/musikalkemist
In November, I had the chance to attend ISMIR2021 (International Society of Music Information Retrieval Conference), the most important conference in AI Music.
If you’re into AI Music, you should always keep an eye on this conference.
This year’s iteration was particularly interesting, because of the breadth of the topics covered, from music cover detection, to music representations, from generative music, to music psychology experiments.
In this video, I share an overview of the 8 papers I liked the most.
0:00 Intro
2:10 The Words Remain the Same: Cover Detection with Lyrics Transcription
8:05 Cross-cultural Mood Perception in Pop Songs and its Alignment with Mood Detection Algorithm
11:34 A Modular System for the Harmonic Analysis of Musical Scores using a Large Vocabulary
19:30 Does Track Sequence in User-generated Playlists Matter?
25:40 Semi-supervised Music Tagging Transformer
34:26 Controllable Deep Melody Generation via Hierarchical Music Structure Representation
40:40 Contrastive Learning of Musical Representations
48:13 An interpretable music similarity measure based on path interestingness
51:54 Outro
======================================================
Valerio's papers notes:
docs.google.com/document/d/1GqrCOi_tdT89bAG_zdCpJWmYRE_duKPIsT3exhFxqhA/edit?usp=sharing
ISMIR2021 website:
ismir2021.ismir.net
Conference proceedings:
ismir2021.ismir.net/papers
=======================================================
Interested in hiring me as a consultant?
valeriovelardo.com
Join The Sound Of AI Slack community:
valeriovelardo.com/the-sound-of-ai-community
Connect with Valerio on Linkedin:
linkedin.com/in/valeriovelardo
Follow Valerio on Facebook:
facebook.com/TheSoundOfAI
Follow Valerio on Twitter:
twitter.com/musikalkemist
