MIRUM 2012 Proceedings

Cynthia C. S. Liem, Meinard M�ller, Steven K. Tjoa, George Tzanetakis (Eds.), Proceedings of the Second International ACM Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies, MIRUM'12 (co-located with ACM Multimedia 2012), November 2, 2012, Nara, Japan. ACM 2012, ISBN 978-1-4503-1591-3.

Table of Contents

MIRUM 2012 Chairs' Welcome
Cynthia C. S. Liem (Delft University of Technology)
Meinard M�ller (Bonn University & MPI Informatik, Germany)
Steven K. Tjoa (iZotope, Inc.)
George Tzanetakis (University of Victoria)

MIRUM 2012 Workshop Organization

MIRUM 2012 Author Index

Session 1
Session Chair: Takuya Fujishima (Yamaha Corporation)

Fast Intra-Collection Audio Matching (Page 1)
Verena Thomas (University of Bonn)
Sebastian Ewert (University of Bonn)
Michael Clausen (University of Bonn)

An Analysis of the GTZAN Music Genre Dataset (Page 7)
Bob L. Sturm (Aalborg University Copenhagen)

Building a Personalized Audio Equalizer Interface with Transfer Learning and Active Learning (Page 13)
Bryan Pardo (Northwestern University)
David Little (Northwestern University)
Darren Gergle (Northwestern University)

Session 2
Session Chair: Cynthia C. S. Liem (Delft University of Technology)

Knowledge-Based Music Retrieval for Places of Interest (Page 19)
Marius Kaminskas (Free University of Bozen-Bolzano)
Ignacio Fern�ndez-Tob�as (Universidad Aut�noma de Madrid)
Francesco Ricci (Free University of Bozen-Bolzano)
Iv�n Cantador (Universidad Aut�noma de Madrid)

Learning and Extraction of Violin Instrumental Controls from Audio Signal (Page 25)
Alfonso Perez Carrillo (McGill University)
Marcelo M. Wanderley (McGill University)

Inferring Personal Traits from Music Listening History (Page 31)
Jen-Yu Liu (Academia Sinica)
Yi-Hsuan Yang (Academia Sinica)

Who Influence the Music Tastes of Adolescents? A Study on Interpersonal Influence in Social Networks (Page 37)
Audrey Laplante (Universit� de Montr�al)

Keynote Address

When Music, Information Technology, and Medicine Meet (Page 43)
Ye Wang (National University of Singapore)

Session 3
Session Chair: Steven K. Tjoa (iZotope, Inc.)

Perceptual Tempo Estimation Using GMM-Regression (Page 45)
Geoffroy Peeters (STMP IRCAM-CNRS-UPMC)
Joachim Flocon-Cholet (STMP IRCAM-CNRS-UPMC)

Novelty Measures as Cues for Temporal Salience in Audio Similarity (Page 51)
Mark Cartwright (Northwestern University)
Bryan Pardo (Northwestern University)

Session 4
Session Chair: Masataka Goto (AIST)

Personalized Music Emotion Classification via Active Learning (Page 57)
Dan Su (Hong Kong University of Science & Technology)
Pascale Fung (Hong Kong University of Science & Technology)

Exploring the Relationship Between Categorical and Dimensional Emotion Semantics of Music (Page 63)
Ju-Chiang Wang (Academia Sinica & National Taiwan University)
Yi-Hsuan Yang (Academia Sinica)
Kaichun Chang (King's College London)
Hsin-Min Wang (Academia Sinica)
Shyh-Kang Jeng (National Taiwan University)

Two Systems for Automatic Music Genre Recognition: What Are They Really Recognizing? (Page 69)
Bob L. Sturm (Aalborg University Copenhagen)