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Identification of rhythm guitar sections in symbolic tablatures

Louis Bigo, David Regnier, Nicolas Martin
<span title="2021-11-07">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
Sections of guitar parts in pop/rock songs are commonly described by functional terms including for example rhythm guitar, lead guitar, solo or riff.  ...  In this paper, we propose a computational method to identify rhythm guitar sections in symbolic tablatures.  ...  The authors are grateful to anonymous reviewers and all the Algomus team for fruitful comments on the manuscript. This work is partially funded by French CPER MAuVE (ERDF, Région Hauts-de-France).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5624513">doi:10.5281/zenodo.5624513</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q6gpyh4hwfgjblydmepd5nzqyu">fatcat:q6gpyh4hwfgjblydmepd5nzqyu</a> </span>
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AutoLeadGuitar: Automatic generation of guitar solo phrases in the tablature space

Matt McVicar, Satoru Fukayama, Masataka Goto
<span title="">2014</span> <i title="IEEE"> 2014 12th International Conference on Signal Processing (ICSP) </i> &nbsp;
We present AutoLeadGuitar, a system for automati cally generating guitar solo tablatures from an input chord and key sequence.  ...  Our system generates solos in distinct musical phrases, and is trained using existing digital tablatures sourced from the web.  ...  ACKNOWLEDGEMENTS The authors would like to thank the participants who took part in the experiment and Graham Percival for his insightful comments. This work was supported in part by CREST, JST.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/icosp.2014.7015074">doi:10.1109/icosp.2014.7015074</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tilvaisppnappj6mit7b3ympea">fatcat:tilvaisppnappj6mit7b3ympea</a> </span>
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Sparse Modeling of Magnitude and Phase-Derived Spectra for Playing Technique Classification

Li Su, Hsin-Ming Lin, Yi-Hsuan Yang
<span title="">2014</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rut5unc4enborm7fhpkwgeza7m" style="color: black;">IEEE/ACM Transactions on Audio Speech and Language Processing</a> </i> &nbsp;
We also report a preliminary study that demonstrates the potential of the proposed methods in automatic transcription of real-world electric guitar solos.  ...  We consider up to 7 distinct playing techniques of electric guitar and create a new individual-note dataset comprising of 7 types of guitar tones for each playing technique.  ...  The guitar for recording is ESP's MII with Seymour Duncan's pickup and Ebony finger board, which is a high-quality guitar especially for metal and rock music.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/taslp.2014.2362006">doi:10.1109/taslp.2014.2362006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zr4z5dm4irdd3j7h5zd26uc5by">fatcat:zr4z5dm4irdd3j7h5zd26uc5by</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829001032/http://www.terasoft.com.tw/conf/ismir2014/proceedings/T003_213_Paper.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/46/c4/46c411af36a769de3b3ee6256d619fb874f3020c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/taslp.2014.2362006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Electric Guitar Playing Technique Detection In Real-World Recording Based On F0 Sequence Pattern Recognition

Yuan-Ping Chen, Li Su, Yi-Hsuan Yang
<span title="2015-10-26">2015</span> <i title="Zenodo"> Zenodo </i> &nbsp;
CONCLUSION In this paper, we have presented a two-stage approach for detecting 5 guitar playing techniques in guitar solos.  ...  It is, however, not clear how these methods can be applied to detect playing techniques in a real-world guitar solo track, such as the one shown in Figure 1 .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1414806">doi:10.5281/zenodo.1414806</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qd6uavnis5hddev3ajm5jzpdey">fatcat:qd6uavnis5hddev3ajm5jzpdey</a> </span>
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Analyzing And Classifying Guitarists From Rock Guitar Solo Tablature

Orchisama Das, Blair Kaneshiro, Tom Collins
<span title="2018-07-04">2018</span> <i title="Zenodo"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/h2s7lebe3jabxc26f4xp3wkhwa" style="color: black;">Proceedings of the SMC Conferences</a> </i> &nbsp;
INTRODUCTION Avid listeners of rock music claim they can easily distinguish between a guitar solo by Jimi Hendrix versus Jimmy Page.  ...  For example, Pienimaki et al. describe an automatic cluster analysis method for symbolic music analysis [13] , while Collins et al. propose computational methods for generating music in the style of various  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1422568">doi:10.5281/zenodo.1422568</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m5skyrgqmjbjvdh5fcvehqt7ni">fatcat:m5skyrgqmjbjvdh5fcvehqt7ni</a> </span>
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Guitar Tablature Estimation with a Convolutional Neural Network

Andrew Wiggins, Youngmoo Kim
<span title="2019-11-04">2019</span> <i title="Zenodo"> Zenodo </i> &nbsp;
We propose TabCNN, a CNN for estimating guitar tablature from audio of a solo acoustic guitar performance.  ...  Guitar tablature is a popular notation guitarists use to learn and share music. As it stands, most tablatures are created by an experienced guitarist taking the time and effort to annotate a song.  ...  We employ the GuitarSet dataset [24] , which consists of audio recordings of solo acoustic guitar performances. This dataset was created using a guitar equipped with a hexaphonic pickup.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.3527800">doi:10.5281/zenodo.3527800</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/asnbzwuknfdrzazfffvbvivr4a">fatcat:asnbzwuknfdrzazfffvbvivr4a</a> </span>
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GuitarSet: A Dataset for Guitar Transcription

Qingyang Xi, Rachel Bittner, Johan Pauwels, Xuzhou Ye, Juan Pablo Bello
<span title="2018-09-23">2018</span> <i title="Zenodo"> Zenodo </i> &nbsp;
The guitar is a popular instrument for a variety of reasons, including its ability to produce polyphonic sound and its musical versatility.  ...  In this paper we present GuitarSet, a dataset that provides high quality guitar recordings alongside rich annotations and metadata.  ...  "GuitarSet: A Dataset for Guitar Transcription", 19th International Society for Music Information Retrieval Conference, Paris, France, 2018. Figure 1 . 1 A 5 second excerpt of Jazz comping.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.1492449">doi:10.5281/zenodo.1492449</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nxbkqxieijaqxezbhxodb4kp7q">fatcat:nxbkqxieijaqxezbhxodb4kp7q</a> </span>
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DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models [article]

Pedro Sarmento, Adarsh Kumar, CJ Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
<span title="2021-07-30">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We discuss other relevant use cases for the dataset (guitar-bass transcription, music style transfer and artist/genre classification) as well as ethical implications.  ...  GuitarPro has established itself as a widely used tablature format and software enabling musicians to edit and share songs for musical practice, learning, and composition.  ...  In order to automate this, previous research has focused on both solo bass guitar [31, 32] and solo guitar [33] [34] [35] transcription.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2107.14653v1">arXiv:2107.14653v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fg64ycgwtrfqlbzi5j6rbqyoeq">fatcat:fg64ycgwtrfqlbzi5j6rbqyoeq</a> </span>
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Exploratory Analysis of a Large Flamenco Corpus using an Ensemble of Convolutional Neural Networks as a Structural Annotation Backend [article]

Nadine Kroher, Aggelos Pikrakis
<span title="2018-06-29">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
of flamenco music, the detection of a cappella and instrumental recordings for which no such information existed, the investigation of differences in structure and instrumentation across styles and the  ...  The proposed computational backend is based on a set of Convolutional Neural Networks that provide the structural annotation of each music recording with respect to the presence of vocals, guitar and hand-clapping  ...  2017-1.3-A).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1807.00069v1">arXiv:1807.00069v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6skz2lbmjnck3klaglsnpldmmi">fatcat:6skz2lbmjnck3klaglsnpldmmi</a> </span>
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DadaGP: A Dataset of Tokenized GuitarPro Songs for Sequence Models

Pedro Pereira Sarmento, Adarsh Kumar, Cj Carr, Zack Zukowski, Mathieu Barthet, Yi-Hsuan Yang
<span title="2021-11-07">2021</span> <i title="Zenodo"> Zenodo </i> &nbsp;
We discuss other relevant use cases for the dataset (guitar-bass transcription, music style transfer and artist/genre classification) as well as ethical implications.  ...  GuitarPro has established itself as a widely used tablature format and software enabling musicians to edit and share songs for musical practice, learning, and composition.  ...  In order to automate this, previous research has focused on both solo bass guitar [31, 32] and solo guitar [33] [34] [35] transcription.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5624597">doi:10.5281/zenodo.5624597</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vd76m7hze5edjfmanan64vnixy">fatcat:vd76m7hze5edjfmanan64vnixy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211031132835/https://zenodo.org/record/5624597/files/000076.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/6e/7e/6e7e302c5286f9c4333c75979614e1acc792df92.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5281/zenodo.5624597"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> zenodo.org </button> </a>

Unaligned Supervision For Automatic Music Transcription in The Wild [article]

Ben Maman, Amit H. Bermano
<span title="2022-04-28">2022</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We introduce NoteEM, a method for simultaneously training a transcriber and aligning the scores to their corresponding performances, in a fully-automated process.  ...  In order to overcome data collection barriers, previous AMT approaches attempt to employ musical scores in the form of a digitized version of the same song or piece.  ...  For guitar, the improvement is 7.5% note-level and almost 4% frame-level. We perform the same experiment for the guitar dataset (see Section 4).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2204.13668v1">arXiv:2204.13668v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/bkqzv3iwb5cqxb6t673mvowamy">fatcat:bkqzv3iwb5cqxb6t673mvowamy</a> </span>
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Multitask Learning for Fundamental Frequency Estimation in Music [article]

Rachel M. Bittner and Brian McFee and Juan P. Bello
<span title="2018-09-02">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present a multitask deep learning architecture that jointly estimates outputs for various tasks including multiple-f0, melody, vocal and bass line estimation, and is trained using a large, semi-automatically  ...  annotated dataset.  ...  ACKNOWLEDGEMENTS The authors would like to thank Juan José Bosch, Justin Salamon, Jakob Abeßer, Emmanouil Benetos, and Zhiyao Duan for kindly making their algorithms available.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.00381v1">arXiv:1809.00381v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/slwhrtktrzbhhkegy5ttzf4shy">fatcat:slwhrtktrzbhhkegy5ttzf4shy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191019185133/https://arxiv.org/pdf/1809.00381v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/92/54/9254f05e6cd7e0f0bd18ad6dd1540b433457a024.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1809.00381v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Automatic Phrase Continuation from Guitar and Bass Guitar Melodies

Srikanth Cherla, Hendrik Purwins, Marco Marchini
<span title="">2013</span> <i title="MIT Press - Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ukib5uxsv5exvpt6ucd3qkadia" style="color: black;">Computer Music Journal</a> </i> &nbsp;
The focus is on rock/pop guitar and bass-guitar melodies with the aim of eventual extensions to other instruments and musical styles.  ...  A framework is proposed for generating interesting, and musically similar variations of a given monophonic melody.  ...  The focus is on rock/pop guitar and bass-guitar melodies with the aim of eventual extensions to other instruments and musical styles.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/comj_a_00184">doi:10.1162/comj_a_00184</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ssdulkxwbbbgrljygg7mg6exhm">fatcat:ssdulkxwbbbgrljygg7mg6exhm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705120342/http://vbn.aau.dk/files/188848525/cmj_preprint.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a2/ce/a2ce5d34372328db8491673518182e1373207d4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/comj_a_00184"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> mitpressjournals.org </button> </a>

Automatic Fado Music Classification [article]

Pedro Girão Antunes, David Martins de Matos, Ricardo Ribeiro, Isabel Trancoso
<span title="2014-06-17">2014</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In late 2011, Fado was elevated to the oral and intangible heritage of humanity by UNESCO. This study aims to develop a tool for automatic detection of Fado music based on the audio signal.  ...  Tests were run both in a 10-fold cross-validation setup (97.6% accuracy), and in a traditional train/test setup (95.8% accuracy).  ...  Acknowledgments A special thank to Daniel Gouveia, for providing his text on Fado Music and a large collection of Fado audio tracks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1406.4447v1">arXiv:1406.4447v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/siri4mcprnehnppshi57fkr3gm">fatcat:siri4mcprnehnppshi57fkr3gm</a> </span>
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Music Genre Classification using Optimized Sequential Neural Network

<span title="2021-06-07">2021</span> <i title="The World Academy of Research in Science and Engineering"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/naqzxq5hurh2bp2pnvwitnnx44" style="color: black;">International Journal of Advanced Trends in Computer Science and Engineering</a> </i> &nbsp;
It would be impractical to analyze each and every song in a given database to identify and classify music genres, even though human beings are better at performing such tasks.  ...  Music makes up a huge portion of the contents stored and used over the internet, with several sites and applications developed solely to provide music-related services to their users/ customers.Some of  ...  of this project possible with his knowledge and expertise in the field.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.30534/ijatcse/2021/641032021">doi:10.30534/ijatcse/2021/641032021</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/u3sd2q4om5dh7m2sfvhxeu6isq">fatcat:u3sd2q4om5dh7m2sfvhxeu6isq</a> </span>
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