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Automatic Choreography Generation with Convolutional Encoder-decoder Network

Juheon Lee, Seohyun Kim, Kyogu Lee
2019 Zenodo  
We performed a user study for a qualitative evaluation of the proposed method, and the results show that the proposed model is able to generate musically meaningful and natural dance movements given an  ...  We then extract the joint coordinates of the dancer from video and the mel-spectrogram of music from audio and train our network using music-choreography pairs as input.  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019 Music data We separated the audio contained in the collected video and used it as music data.  ... 
doi:10.5281/zenodo.3527958 fatcat:jrof3ir4pvg4noip2tfqg46z6i

Intelligent User Interfaces for Music Discovery: The Past 20 Years and What's to Come

Peter Knees, Markus Schedl, Masataka Goto
2019 Zenodo  
Providing means to assist the user in finding music is one of the original motivations underlying the research field known as Music Information Retrieval (MIR).  ...  Therefore, already the first edition of ISMIR in the year 2000 called for papers addressing the topic of "User interfaces for music IR".  ...  Their interface further enables the user to adapt Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019 Figure 2 .  ... 
doi:10.5281/zenodo.3527737 fatcat:kaj6hodbfjdyhodl5avk2ciloq

Generating Structured Drum Pattern Using Variational Autoencoder and Self-similarity Matrix

I-Chieh Wei, Chih-Wei Wu, Li Su
2019 Zenodo  
A self-similarity matrix (SSM) is incorporated in the process for encapsulating structural information.  ...  Drum pattern generation is a task that focuses on the rhythmic aspect of music and aims at generating percussive sequences.  ...  / Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527946 fatcat:v5taaacpdbe25daalescp7bp6u

20 Years of Automatic Chord Recognition from Audio

Johan Pauwels, Ken O'Hanlon, Emilia Gomez, Mark B. Sandler
2019 Zenodo  
In 1999, Fujishima published "Realtime Chord Recognition of Musical Sound: a System using Common Lisp Music".  ...  This paper kickstarted an active research topic that has been popular in and around the ISMIR community.  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527739 fatcat:uvublusj4fgpngvoblfhlvu7ki

Data Usage in MIR: History & Future Recommendations

Wenqin Chen, Jessica Keast, Jordan Moody, Corinne Moriarty, Felicia Villalobos, Virtue Winter, Xueqi Zhang, Xuanqi Lyu, Elizabeth Freeman, Jessie Wang, Sherry Cai, Katherine Kinnaird
2019 Zenodo  
Acknowledging that there is no single solution for every data access problem that smaller labs face, we propose a number of possibilities for how the MIR community can bridge the gap between advancements  ...  This paper explores how independent researchers have worked to overcome limitations of access to music data without contributing to the crisis of reproducibility.  ...  To complement Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019 our academic proposal, we advocate developing a researcher API license that leverages existing industrial  ... 
doi:10.5281/zenodo.3527733 fatcat:jgwblxhu4ncg7cpvecdsmvcjgu

Adaptive Time-Frequency Scattering for Periodic Modulation Recognition in Music Signals

Changhong Wang, Emmanouil Benetos, Vincent Lostanlen, Elaine Chew
2019 Zenodo  
Time--frequency scattering is an instance of the scattering transform, an approach for building invariant, stable, and informative signal representations.  ...  We report F-measures of 99% for flutter-tongue, 82% for trill, 69% for vibrato, and 51% for tremolo detection, and provide explanatory visualisations of scattering coefficients for each of these techniques  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527934 fatcat:kpqkkz3f5fhbjot5lbd64lqsk4

Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice

Kyungyun Lee, Juhan Nam
2019 Zenodo  
We show the effectiveness of our system for singer identification and singer-based music retrieval in both the in-domain and cross-domain tasks.  ...  Our approach opens up new possibilities for cross-domain tasks, e.g., given a monophonic track of a singer as a query, retrieving mixed tracks sung by the same singer from the database.  ...  of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527801 fatcat:3nadr4jhi5hcxhazffzx3tp4gm

Learning Notation Graph Construction for Full-Pipeline Optical Music Recognition

Alexander Pacha, Jorge Calvo-Zaragoza, jr. Jan Hajič
2019 Zenodo  
Optical Music Recognition (OMR) promises great benefits to Music Information Retrieval by reducing the costs of making sheet music available in a symbolic format.  ...  However, merely detecting objects is not enough for retrieving the actual content, as music notation is a configurational writing system where the semantic of a primitive is defined by its relationship  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019 c Alexander Pacha, Jorge Calvo-Zaragoza, Jan Hajič jr..  ... 
doi:10.5281/zenodo.3527744 fatcat:7bt6qfhzanhjfggelobp5x5tzu

JosquIntab: A Dataset for Content-based Computational Analysis of Music in Lute Tablature

Reinier De Valk, Ryaan Ahmed, Tim Crawford
2019 Zenodo  
Furthermore, we present two use cases, demonstrating the usefulness of the dataset for both music information retrieval and musicological research.  ...  An enormous corpus of music for the lute, spanning some two and half centuries, survives today.  ...  http://www.doc.gold.ac.uk/usr/265/ Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527835 fatcat:qss6duugzfgv7grppdunni7ucq

Audio Query-based Music Source Separation

Jie Hwan Lee, Hyeong-Seok Choi, Kyogu Lee
2019 Zenodo  
In recent years, music source separation has been one of the most intensively studied research areas in music information retrieval.  ...  In this study, we propose a network for audio query-based music source separation that can explicitly encode the source information from a query signal regardless of the number and/or kind of target signals  ...  of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527953 fatcat:xnggis3kkrcxbitaf42ycrdo44

ISMIR 2004

Michael Droettboom
2004 D-Lib Magazine  
Ever since the first International Symposium on Music Information Retrieval in 2000, the proceedings have been made publicly available to interested researchers.  ...  Therefore, this paper presents and evaluates a map-based user interface for exploring 20 years of ISMIR publications.  ...  As could have been expected, a small number of participants (20%) were not satisfied with the arrangement of the papers Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.1045/december2004-droettboom fatcat:xegnjrlckbde5bgthd475ekrfi

Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval

Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer
2019 Zenodo  
Connecting large libraries of digitized audio recordings to their corresponding sheet music images has long been a motivation for researchers to develop new cross-modal retrieval systems.  ...  However, global and local tempo deviations in the music recordings still require careful tuning of the amount of temporal context given to the system.  ...  Acknowledgements This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement number 670035, project  ... 
doi:10.5281/zenodo.3527782 fatcat:ah2vco47pbge5inqtajwisopbi

A Dataset of Rhythmic Pattern Reproductions and Baseline Automatic Assessment System

Felipe Falcão, Barış Bozkurt, Xavier Serra, Nazareno Andrade, Ozan Baysal
2019 Zenodo  
In addition to the pass or fail grades provided by the members of the jury during the exam sessions, a subset of the data was also evaluated by external annotators on a 4-level scale.  ...  Preliminary results deliver an accuracy of 76% for a simple pass/fail logistic regression classifier and a mean average error of 0.59 for a linear regression grade estimator.  ...  ACKNOWLEDGEMENTS This work was conducted during a visiting scholar period at Universitat Pompeu Fabra, sponsored by the Capes Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8,  ... 
doi:10.5281/zenodo.3527837 fatcat:ubbmyvsw35hm5m25bg7uhosgza

Rendering Music Performance With Interpretation Variations Using Conditional Variational RNN

Akira Maezawa, Kazuhiko Yamamoto, Takuya Fujishima
2019 Zenodo  
This paper presents a music performance rendering method that could explicitly model differences in interpretations for a given piece of music.  ...  Evaluation demonstrates the method is capable of generating a wide variety of human-like expressive music performances as the latent code is varied.  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527948 fatcat:ubtzy7szrzdptbkglegckn4pjm

Query-by-Blending: A Music Exploration System Blending Latent Vector Representations of Lyric Word, Song Audio, and Artist

Kento Watanabe, Masataka Goto
2019 Zenodo  
Although there are various systems for music retrieval based on the similarity between songs or artists and for music browsing based on visualized songs, it is still difficult to explore unfamiliar content  ...  By giving a lyric word as a query, for example, a user can find songs and artists whose flavors are similar to the flavor of the query word.  ...  Proceedings of the 20th ISMIR Conference, Delft, Netherlands, November 4-8, 2019  ... 
doi:10.5281/zenodo.3527762 fatcat:frxjh7tx2vddbgbpw5iiism6rq
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