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A Case for Reproducibility in MIR: Replication of 'A Highly Robust Audio Fingerprinting System'

Joren Six, Federica Bressan, Marc Leman
2018 Transactions of the International Society for Music Information Retrieval  
The system and evaluation described in 'A Highly Robust Audio Fingerprinting System' is replicated as closely as possible.  ...  In this article the problems around reproducibility are illustrated by replicating an MIR work.  ...  The authors would also like to thank Dr William Harwood for proofreading this article.  ... 
doi:10.5334/tismir.4 fatcat:3rarmidcsrcsppi7ty7fsscnee

Editorial: Introducing the Transactions of the International Society for Music Information Retrieval

Simon Dixon, Emilia Gómez, Anja Volk
2018 Transactions of the International Society for Music Information Retrieval  
In order to encourage reproducibility of the published research papers, we provide facilities for archiving the software and data used in the research.  ...  The journal also incorporates overview articles that provide a comprehensive review of a broad MIR research problem, a critical evaluation of proposed techniques and/or an analysis of challenges for future  ...  In "A Case for Reproducibility in MIR: Replication of 'A Highly Robust Audio Fingerprinting System'", Joren Six, Federica Bressan and Marc Leman address the difficulty of reproducing previous MIR research  ... 
doi:10.5334/tismir.22 fatcat:d3vr6fanejglfdly5bitlxxroy

MIRages: an account of music audio extractors, semantic description and context-awareness, in the three ages of MIR

Perfecto Herrera Boyer, Xavier Serra, Emilia Gómez
2018 Zenodo  
In the age of context-aware systems we report on user models for recommendation and for avatar generation, in addition to factors that influence music listening decisions.  ...  We finally discuss the possibility of a more recent age of creative systems where MIR features, classifiers, models and evaluation methodologies aid to enhance or expand music creation.  ...  This research has been partially funded by the EU Project PHAROS IST-2006-045035. 21 A demo of such a music recommender/visualization system working on the proposed principles, but taking listening statistics  ... 
doi:10.5281/zenodo.1882316 fatcat:6yhrlcyexrgyhhwayeau2gu7f4

MIRages: an account of music audio extractors, semantic description and context-awareness, in the three ages of MIR

Perfecto Herrera Boyer, Xavier Serra, Emilia Gómez
2018 Zenodo  
In the age of context-aware systems we report on user models for recommendation and for avatar generation, in addition to factors that influence music listening decisions.  ...  We finally discuss the possibility of a more recent age of creative systems where MIR features, classifiers, models and evaluation methodologies aid to enhance or expand music creation.  ...  This research has been partially funded by the EU Project PHAROS IST-2006-045035. 21 A demo of such a music recommender/visualization system working on the proposed principles, but taking listening statistics  ... 
doi:10.5281/zenodo.2278110 fatcat:uturvyw2gnfzdgtelvtxot3etq

An Educational Guide through the FMP Notebooks for Teaching and Learning Fundamentals of Music Processing

Meinard Müller
2021 Signals  
, music synchronization, audio fingerprinting, music segmentation, and source separation, to name a few.  ...  This paper provides a guide through the FMP notebooks, a comprehensive collection of educational material for teaching and learning fundamentals of music processing (FMP) with a particular focus on the  ...  Furthermore, I am grateful to Brian McFee for developing the Python package librosa, which is not only extensively used in the FMP notebooks but has also been a source of inspiration.  ... 
doi:10.3390/signals2020018 doaj:1d470fbf86c24cd391bdf9d10cfb3dd2 fatcat:orfaj3gpq5hdzpozv5x4xu7bg4

From musical analysis to musical expression

Oscar Mayor, Xavier Serra
2003 Zenodo  
In the first part, a state of the art of each of the topics I have been involved in is presented, from audio identification to musical instrument synthesis, including tempo tracking and rhythm perception  ...  This project presents an overview of my research work in the field of computer music since I had my first contact with it a few years ago.  ...  My friends at lunatik and all the people that have played music with me also deserve a great gratefulness.  ... 
doi:10.5281/zenodo.3739258 fatcat:sv4sx3lcsbejjltlhobmysdaza

Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis [article]

Alexander Schindler
2020 arXiv   pre-print
In all of these experiments the audio-based results serve as benchmark for the visual and audio-visual approaches.  ...  A series of comprehensive experiments and evaluations are conducted which are focused on the extraction of visual information and its application in different MIR tasks.  ...  Face recognition systems highly depend on the information provided in the images.  ... 
arXiv:2002.00251v1 fatcat:6cz6rivc3fbg7fahdsnokxfrk4

Time Signature Detection: A Survey

Jeremiah Abimbola, Daniel Kostrzewa, Pawel Kasprowski
2021 Sensors  
This paper presents a thorough review of methods used in various research articles published in the field of time signature estimation and detection from 2003 to the present.  ...  Results of the studies analyzed show that, in general, the process of time signature estimation is a difficult one.  ...  Pros Files of small size fit on a disk easily. The files are perfect at all times. The exact sound files are reproduced. It replicates superior quality.  ... 
doi:10.3390/s21196494 pmid:34640814 pmcid:PMC8512143 fatcat:xqjup7ox4nawphrfrcng23ugr4

Clinical applications of infrared and Raman spectroscopy: state of play and future challenges

Matthew J. Baker, Hugh J. Byrne, John Chalmers, Peter Gardner, Royston Goodacre, Alex Henderson, Sergei G. Kazarian, Francis L. Martin, Julian Moger, Nick Stone, Josep Sulé-Suso
2018 The Analyst  
This review examines the state-of-the-art of clinical applications of infrared absorption and Raman spectroscopy, outstanding challenges, and progress towards translation.  ...  Acknowledgements The authors acknowledge the support of the Clinical Infrared and Raman Spectroscopy for Medical Diagnosis Network, EPSRC grant number EP/L012952/1, as well as the kind permission of Iwan  ...  Schie, Christophe Krafft and Juergen Popp to reproduce Fig. 2 .  ... 
doi:10.1039/c7an01871a pmid:29504623 fatcat:hqlfooz34rfphhh5ou6wawzoki

PodcastMix: A dataset for separating music and speech in podcasts

Nicolás Schmidt, Marius Miron, Jordi Pons
2021 Zenodo  
In this Master Thesis, a benchmark between two state of the art models for music source separa-tion, the ConvTasNet and the UNet, was performed against a novel Podcast-like audio dataset called PodcastMix  ...  Licensed music in these shows is frequently used, but the precision of song identification services could be a˙ected by the speakers voice in the mix.  ...  In other words, the task of audio source separation aims is to create a model or system where a mixed signal x(t) is input to the system.  ... 
doi:10.5281/zenodo.5554789 fatcat:75wg7qrslnez5buxw46mublk54

Introduction [chapter]

2016 Music Data Analysis  
This series aims to foster the integration between the computer sciences and statistical, numerical, and probabilistic methods by publishing a broad range of reference works, textbooks, and handbooks.  ...  The interface between the computer and statistical sciences is increasing, as each discipline seeks to harness the power and resources of the other.  ...  This chapter reviews different design alternatives for such systems using a case study of a music classification system.  ... 
doi:10.1201/9781315370996-5 fatcat:avooqogcpnbjngqmzuonil3exq

Proceedings of the 5th International Conference on Live Interfaces

Øyvind Brandtsegg, Daniel Formo
2020 Zenodo  
The artists/engineeers involved in the case studies are: Andi Otto, Frank Baldé (for the STEIM software and Michel A natural immediate prospect will be the exploration of a variety of input devices and  ...  different audio synthesis models.  ...  For the first prototype of the system, we used a sample-based synthesiser to manipulate an audio file stored in a buffer.  ... 
doi:10.5281/zenodo.3928018 fatcat:z2yfhor2pngmxawzlzgl22y2fq

What Makes Popular Culture Popular? Product Features and Optimal Differentiation in Music

Noah Askin, Michael Mauskapf
2017 American Sociological Review  
In this article, we propose a new explanation for why certain cultural products outperform their peers to achieve widespread success.  ...  Using tools from computer science, we construct a novel dataset allowing us to examine whether the musical features of nearly 27,000 songs from Billboard's Hot 100 charts predict their levels of success  ...  Nearly 20 years of research and advancements in MIR techniques have produced both high-and low-level audio features that provide an increasingly robust representation of how listeners perceive music (  ... 
doi:10.1177/0003122417728662 fatcat:h2gfgy66lzbghb4ctjv57fg3sy

Recommendations for Preventing the Spread of Vancomycin Resistance

Hospital Infection Control Practices Advisory Committee
1995 Emerging Infectious Diseases  
Acknowledgments We thank Tom Besser and Margaret Davis for their contributions in investigating these cases and Claire Miller for providing her expertise regarding the clinical diagnosis of Coccidioides  ...  Acknowledgments The authors thank the patient's next of kin for providing permission to publish this case.  ...  The system allows for a highly specialized capability, providing both moral support to those combating the disease overseas and safe transfer of potentially isolated cases to or within the United Kingdom  ... 
doi:10.3201/eid0102.950210 fatcat:bndbkyzbzfhzbjmcvam3lqwwmi

An Empirical Study on System Level Aspects of Internet of Things (IoT)

Narasimha Swamy S, Kota Solomon Raju
2020 IEEE Access  
Acknowledgment The authors would like to thank the Indian National Academy of Engineering (INAE), Gurgaon, and R V College of Engineering (RVCE), Bengaluru, for their financial support.  ...  The authors would also like to thank the P C Panchariya, Director, CSIR-CEERI, Pilani, for his encouragement and constant support.  ...  safety in highly complex tasks.  ... 
doi:10.1109/access.2020.3029847 fatcat:5nprx4xtbjfnnkyibk6vbeg47m
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