Da-TACOS: A Dataset for Cover Song Identification and Understanding

Comunicacio presentada a: 20th annual conference of the International Society for Music Information Retrieval (ISMIR) celebrat del 4 al 8 de novembre de 2019 a Delft, Paisos Baixos.

[1]  Vinícius M. A. de Souza,et al.  Music Shapelets for Fast Cover Song Recognition , 2015, ISMIR.

[2]  Colin Raffel,et al.  librosa: Audio and Music Signal Analysis in Python , 2015, SciPy.

[3]  Thierry Bertin-Mahieux,et al.  The Million Song Dataset , 2011, ISMIR.

[4]  Daniel P. W. Ellis,et al.  Identifying "Cover Songs" with Beat-Synchronous Chroma Features , 2006 .

[5]  Adam Watkins,et al.  Feature-aided multiple hypothesis tracking using topological and statistical behavior classifiers , 2015, Defense + Security Symposium.

[6]  Emilia Gómez,et al.  Audio Cover Song Identification and Similarity: Background, Approaches, Evaluation, and Beyond , 2010, Advances in Music Information Retrieval.

[7]  Brian McFee,et al.  Enhanced Hierarchical Music Structure Annotations via Feature Level Similarity Fusion , 2019, ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[8]  Florian Krebs,et al.  An Efficient State-Space Model for Joint Tempo and Meter Tracking , 2015, ISMIR.

[9]  Xavier Serra,et al.  Essentia: An Audio Analysis Library for Music Information Retrieval , 2013, ISMIR.

[10]  Marc Van Droogenbroeck,et al.  Efficient database pruning for large-scale cover song recognition , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[11]  Juan Pablo Bello,et al.  Structured Training for Large-Vocabulary Chord Recognition , 2017, ISMIR.

[12]  Florian Krebs,et al.  Accurate Tempo Estimation Based on Recurrent Neural Networks and Resonating Comb Filters , 2015, ISMIR.

[13]  Wei Li,et al.  Fusing similarity functions for cover song identification , 2017, Multimedia Tools and Applications.

[14]  Mark Sandler,et al.  Convolutional recurrent neural networks for music classification , 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[15]  Zhuowen Tu,et al.  Similarity network fusion for aggregating data types on a genomic scale , 2014, Nature Methods.

[16]  Emilia Gómez,et al.  Transposing Chroma Representations to a Common Key , 2008 .

[17]  M S Waterman,et al.  Identification of common molecular subsequences. , 1981, Journal of molecular biology.

[18]  Julien Osmalsky A Combining Approach to Cover Song Identification , 2017 .

[19]  Emilia Gómez,et al.  Melody, bass line, and harmony representations for music version identification , 2012, WWW.

[20]  Joan Serrà,et al.  Identification of versions of the same musical composition by processing audio descriptions , 2011 .

[21]  Maurizio Omologo,et al.  Large-Scale Cover Song Identification Using Chord Profiles , 2013, ISMIR.

[22]  Paul Bendich,et al.  Cover Song Identification with Timbral Shape Sequences , 2015, ISMIR.

[23]  Nazareno Andrade,et al.  Summarizing and Comparing Music Data and Its Application on Cover Song Identification , 2018, ISMIR.

[24]  Daniel P. W. Ellis,et al.  Analyzing Song Structure with Spectral Clustering , 2014, ISMIR.

[25]  Jong Wook Kim,et al.  Open-Source Practices for Music Signal Processing Research: Recommendations for Transparent, Sustainable, and Reproducible Audio Research , 2019, IEEE Signal Processing Magazine.

[26]  A. Swartz MusicBrainz: A Semantic Web Service , 2002, IEEE Intell. Syst..

[27]  Thierry Bertin-Mahieux,et al.  Large-scale cover song recognition using hashed chroma landmarks , 2011, 2011 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA).

[28]  Eamonn J. Keogh,et al.  SiMPle: Assessing Music Similarity Using Subsequences Joins , 2016, ISMIR.

[29]  Christopher J. Tralie Early MFCC and HPCP Fusion for Robust Cover Song Identification , 2017, ISMIR.

[30]  Emilia Gómez,et al.  Tonal Description of Polyphonic Audio for Music Content Processing , 2006, INFORMS J. Comput..

[31]  Romain Hennequin,et al.  Large-Scale Cover Song Detection in Digital Music Libraries Using Metadata, Lyrics and Audio Features , 2018, ArXiv.

[32]  Remco C. Veltkamp,et al.  Cognition-inspired Descriptors for Scalable Cover Song Retrieval , 2014, ISMIR.

[33]  Thierry Bertin-Mahieux,et al.  Large-Scale Cover Song Recognition Using the 2D Fourier Transform Magnitude , 2012, ISMIR.

[34]  Niklas Peinecke,et al.  Laplace-Beltrami spectra as 'Shape-DNA' of surfaces and solids , 2006, Comput. Aided Des..

[35]  Florian Krebs,et al.  madmom: A New Python Audio and Music Signal Processing Library , 2016, ACM Multimedia.

[36]  Henry Adams,et al.  Persistence Images: A Stable Vector Representation of Persistent Homology , 2015, J. Mach. Learn. Res..

[37]  Herbert Edelsbrunner,et al.  Computational Topology - an Introduction , 2009 .

[38]  Massimiliano Zanin,et al.  Unsupervised Detection of Cover Song Sets: Accuracy Improvement and Original Identification , 2009, ISMIR.

[39]  R. Andrzejak,et al.  Cross recurrence quantification for cover song identification , 2009 .