Bob L. T. Sturm

Bob L. T. Sturm

Kungliga Tekniska högskolan

H-index: 27

Europe-Sweden

About Bob L. T. Sturm

Bob L. T. Sturm, With an exceptional h-index of 27 and a recent h-index of 18 (since 2020), a distinguished researcher at Kungliga Tekniska högskolan, specializes in the field of audio and music signal processing, music information retrieval, music generation, evaluation, sparse approximation.

His recent articles reflect a diverse array of research interests and contributions to the field:

Investigating the Viability of Masked Language Modeling for Symbolic Music Generation in abc-notation

The Chordinator: Modeling Music Harmony by Implementing Transformer Networks and Token Strategies

Generating folk-like music in abc-notation with Masked Language Models

Validity in music information research experiments

Beyond Diverse Datasets: Responsible MIR, Interdisciplinarity, and the Fractured Worlds of Music

Cosine Contours: A Case Study with Melodies from Irish Traditional Dance Music

Statistical evaluation of abc-formatted music at the levels of items and corpora

The Chordinator: Chord Progression Modeling and Generation using Transformers

Bob L. T. Sturm Information

University

Position

Associate Professor

Citations(all)

3286

Citations(since 2020)

1871

Cited By

2136

hIndex(all)

27

hIndex(since 2020)

18

i10Index(all)

62

i10Index(since 2020)

33

Email

University Profile Page

Kungliga Tekniska högskolan

Google Scholar

View Google Scholar Profile

Bob L. T. Sturm Skills & Research Interests

audio and music signal processing

music information retrieval

music generation

evaluation

sparse approximation

Top articles of Bob L. T. Sturm

Title

Journal

Author(s)

Publication Date

Investigating the Viability of Masked Language Modeling for Symbolic Music Generation in abc-notation

Luca Casini

Nicolas Jonason

Bob LT Sturm

2024/3/29

The Chordinator: Modeling Music Harmony by Implementing Transformer Networks and Token Strategies

David Dalmazzo

Ken Déguernel

Bob LT Sturm

2024/3/29

Generating folk-like music in abc-notation with Masked Language Models

Luca Casini

Nicolas Jonason

Bob LT Sturm

2023/11/5

Validity in music information research experiments

arXiv preprint arXiv:2301.01578

Bob LT Sturm

Arthur Flexer

2023/1/4

Beyond Diverse Datasets: Responsible MIR, Interdisciplinarity, and the Fractured Worlds of Music

Transactions of the International Society for Music Information Retrieval

Rujing Huang

Andre Holzapfel

Bob Sturm

Anna-Kaisa Kaila

2023

Cosine Contours: A Case Study with Melodies from Irish Traditional Dance Music

Laura Cros Vila

Bob LT Sturm

2023/11/5

Statistical evaluation of abc-formatted music at the levels of items and corpora

Laura Cros Vila

Bob Sturm

2023

The Chordinator: Chord Progression Modeling and Generation using Transformers

David Cabrera Dalmazzo

Ken Déguernel

Bob LT Sturm

2023/11/5

DDSP-based Neural Waveform Synthesis of Polyphonic Guitar Performance from String-wise MIDI Input

arXiv preprint arXiv:2309.07658

Nicolas Jonason

Xin Wang

Erica Cooper

Lauri Juvela

Bob LT Sturm

...

2023/9/14

A Live Performance Rule System Informed by Irish Traditional Dance Music

Marco Amerotti

Steve Benford

Bob Sturm

Craig Vear

2023

Bias in Favour or Against Computational Creativity: A Survey and Reflection on the Importance of Socio-cultural Context in its Evaluation

Ken Déguernel

Bob LT Sturm

2023/6/20

A Review of Validity and its Relationship to Music Information Research

Bob Sturm

Arthur Flexer

2023

Retrieval Augmented Generation of Symbolic Music with LLMs

arXiv preprint arXiv:2311.10384

Nicolas Jonason

Luca Casini

Carl Thomé

Bob LT Sturm

2023/11/17

Exploring Softly Masked Language Modelling for Controllable Symbolic Music Generation

arXiv preprint arXiv:2305.03530

Nicolas Jonason

Bob LT Sturm

2023/5/5

Automatic legato transcription based on onset detection

Simon Falk

Bob Sturm

2023

Investigating the relationship between liking and belief in AI authorship in the context of Irish traditional music

Ken Déguernel

Bob LT Sturm

Hugo Maruri-Aguilar

2022

Global Ethics: From Philosophy to Practice: A Culturally Informed Ethics of Music AI in Asia

Rujing S Huang

Andre Holzapfel

Bob LT Sturm

2022/9/22

Tradformer: A transformer model of traditional music transcriptions

Luca Casini

Bob Sturm

2022

The beyond the fence musical and computer says show documentary

arXiv preprint arXiv:2206.03224

Simon Colton

Maria Teresa Llano

Rose Hepworth

John Charnley

Catherine V Gale

...

2022/5/11

Audio Latent Space Cartography

arXiv preprint arXiv:2212.02610

Nicolas Jonason

Bob LT Sturm

2022/12/5

See List of Professors in Bob L. T. Sturm University(Kungliga Tekniska högskolan)

Co-Authors

H-index: 54
Simon Dixon

Simon Dixon

Queen Mary University of London

H-index: 47
Jan Larsen

Jan Larsen

Danmarks Tekniske Universitet

H-index: 37
Jerry Gibson

Jerry Gibson

University of California, Santa Barbara

H-index: 37
Emmanouil Benetos

Emmanouil Benetos

Queen Mary University of London

H-index: 33
Mads Græsbøll Christensen

Mads Græsbøll Christensen

Aalborg Universitet

H-index: 27
Nick Collins

Nick Collins

Durham University

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