Publications


Peer Reviewed Articles

Nieto, O., Bello, J. P., Systematic Exploration Of Computational Music Structure Research. Proc. of the 17th International Society for Music Information Retrieval Conference (ISMIR). New York City, NY, USA, 2016 (PDF, Slides).

McFee, B., Nieto, O., Bello, J. P., Hierarchical Evaluation of Segment Boundary Detection. Proc. of the 16th International Society for Music Information Retrieval Conference (ISMIR). Málaga, Spain, 2015 (PDF, Poster).

McFee, B., Raffel, C., Liang, D., Ellis, D. P. W., McVicar, M., Battenberg, E., Nieto, O., LibROSA: Audio and Music Signal Analysis in Python. Proc. of the 14th Python in Science Conference. Austin, TX, USA, 2015 (PDF).

Nieto, O., Farbood, M., Identifying Polyphonic Musical Patterns From Audio Recordings Using Music Segmentation Techniques. Proc. of the 15th International Society for Music Information Retrieval Conference (ISMIR). Taipei, Taiwan, 2014 (PDF, Slides).

Nieto, O., Farbood, M., Jehan, T., Bello, J.P., Perceptual Analysis of the F-Measure to Evaluate Section Boundaries in Music. Proc. of the 15th International Society for Music Information Retrieval Conference (ISMIR). Taipei, Taiwan, 2014 (PDF, Poster).

Raffel, C., McFee, B., Humphrey, E., Salamon, J., Nieto, O., Liang, D., Ellis, D., mir_eval: A Transparent Implementation of Common MIR Metrics. Proc. of the 15th International Society for Music Information Retrieval Conference (ISMIR). Taipei, Taiwan, 2014 (PDF).

Humphrey, J.E., Salamon, J., Nieto, O., Forsyth, J., Bittner, R., Bello, J.P., JAMS: A JSON Annotated Music Specification for Reproducible MIR Research. Proc. of the 15th International Society for Music Information Retrieval Conference (ISMIR). Taipei, Taiwan, 2014 (PDF).

Ballús, A., Arnau, E., Nieto, O., Font, F., Torrents, A. G., Embodying Theoretical Research in Music Cognition: Four Proposals for Theory-Driven Experimentation. In Proc. of the 13th International Conference on Music Perception and Cognition. Seoul, South Korea, 2014 (PDF, Poster).

Nieto, O., Bello, J.P., Music Segment Similarity Using 2D-Fourier Magnitude Coefficients. Proc. of the 39th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Florence, Italy, 2014 (PDF).

Nieto, O., Shasha, D., Hand Gesture Recognition in Mobile Devices: Enhancing The Musical Experience. Proc. of the 10th International Symposium on Computer Music Multidisciplinary Research (CMMR). Marseille, France, 2013 (PDF).

Humphrey, E. J., Nieto, O., Bello, J. P., Data Driven and Discriminative Projections for Large-Scale Cover Song Identification. Proc. of the 14th International Society for Music Information Retrieval Conference (ISMIR). Curitiba, Brazil, 2013 (PDF).

Park, T.H., Crawford, L., Nieto, O., Even More Tactile Feedback for Mobile Devices. Proc. of the 39th International Computer Music Conference (ICMC), Perth, Australia, 2013 (PDF).

Park, T.H., Nieto, O., Fortissimo: Force-Feedback for Mobile Devices. Proc. of the 13th International Conference on New Interfaces for Musical Expression (NIME), Kaist, South Korea, 2013 (PDF).

Nieto, O., Unsupervised Clustering of Extreme Vocal Effects. Proc. of the 10th International Conference Advances in Quantitative Laryngology, Voice and Speech Research (AQL), pages 115-116. Cincinnati, OH, USA, 2013 (PDF).

Nieto, O., Jehan, T., Convex Non-negative Matrix Factorization For Automatic Music Structure Identification. Proc. of the 38th IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Vancouver, Canada, 2013 (PDF).

Nieto, O., Humphrey, E. J., Bello, J. P., Compressing Music Recordings into Audio Summaries. Proc. of the 13th International Society for Music Information Retrieval Conference (ISMIR), pages 313-318. Porto, Portugal, 2012 (PDF).

Nieto, O., Farbood, M., Perceptual Evaluation of Automatically Extracted Musical Motives. Proc. of the 12th International Conference on Music Perception and Cognition (ICMPC), pages 723-727. Thessaloniki, Greece, 2012 (PDF).

Algorithms

Nieto, O., MIREX 2016 Entry: MSAF V0.1.0 Submission, New York City, NY, USA, 2016 (PDF, code).

Nieto, O., Bello, J.P., MIREX 2014 Entry: 2D Fourier Magnitude Coefficients. Music Information Retrieval Evaluation eXchange (MIREX), Taipei, Taiwan, 2014 (PDF, code).

Nieto, O., Farbood, M., MIREX 2014 Entry: Music Segmentation Techniques and Greedy Path Finder Algorithm to Discover Musical Patterns. Music Information Retrieval Evaluation eXchange (MIREX), Taipei, Taiwan, 2014 (PDF, code).

Nieto, O., Jehan, T., MIREX 2014 Entry: Convex Non-negative Matrix Factorization. Music Information Retrieval Evaluation eXchange (MIREX), Taipei, Taiwan, 2014 (PDF, code).

Nieto, O., Farbood, M., MIREX 2013: Discovering Musical Patterns Using Audio Structural Segmentation Techniques. Music Information Retrieval Evaluation eXchange (MIREX), Curitiba, Brazil, 2013 (PDF).

Theses

Nieto, O., Discovering Structure in Music: Automatic Approaches and Perceptual Evaluations. New York University. 2015 (Slides, Defense Video, PDF).

Nieto, O., Voice Transformations for Extreme Vocal Effects. Pompeu Fabra University. 2008 (PDF).

Nieto, O., Desenvolupament Open Source per a E-Learning-II. Polytechnic University of Catalonia. 2007 (PDF).

Selected Talks

Nieto, O., Deep Learning for Large-Scale Music Recommendation. Data-Driven Research in Music Cognition. Stanford University, Stanford, CA, USA, 2017 (PDF).

Nieto, O., Deep Learning for Music Recommendation: Machine Listening and Collaborative Filtering. Seminar on Music Knowledge Extraction Using Machine Learning. Pompeu Fabra University, Barcelona, Spain, 2016 (PDF).

Nieto, O., Deep Learning for Large Scale Music Recommendation. Biostat Seminar. Stanford, CA, USA, 2016 (PDF).

Nieto, O., Farbood, M., Multiple Annotations and Subjectivity in the Identification of Segment Boundaries in Music. Cognitive Music Information Retrieval (CogMIR). Toronto, ON, Canada, 2014 (PDF).

Nieto, O., Bello, J.P., Music Segment Similarity Using 2D-Fourier Magnitude Coefficients. North East Music Information Special Interest Group (NEMISIG). New York, NY, USA, 2014 (PDF).

Nieto, O., Farbood, M., Bello, J.P., A Perceptually Based Evaluation of Music Boundaries. Cognitive Music Information Retrieval (CogMIR). Toronto, ON, Canada, 2013 (PDF).

Nieto, O., Music Structure Analysis and New Musical Interfaces. Pompeu Fabra University, Barcelona, Spain, 2013 (PDF).

Nieto, O., Jehan, T., Music Structure Analysis by Matrix Factorization. North East Music Information Special Interest Group (NEMISIG). Boston, MA, USA, 2013 (PDF).

Music

Nieto, O., Bolsa, D., La Bossa d'Urina, Album published by Cydonia Records. 2015 (iTunes, Spotify, Amazon).

Nieto, O., Ferreiro, C., Prim, M., Llobet, J., Sargon: Vida, Album edited by Weight Recordings. 2009 (iTunes, Spotify).

Nieto, O., Ferreiro, C., Prim, M., Llobet, J., Sargon: Transcriptions, Album edited by Big Bang Records. 2005.

Others

Nieto, O., Bello, J. P., MSAF: Music Structure Analytis Framework. International Society for Music Information Retrieval Conference (ISMIR). Málaga, Spain, 2015 (PDF).

Nieto, O., Smith, J. B. L., 2013 Late Break Session on Music Segmentation. Proc. of the 14th International Society for Music Information Retrieval Conference (ISMIR). Curitiba, Brazil, 2013 (PDF).

Rocha, B., Smith, J.B.L., Peeters, G., Ross, J.C., Nieto, O., Van Balen, J., Late-break Session on Music Structure Analysis. Proc. of the 13th International Society for Music Information Retrieval Conference (ISMIR). Porto, Portugal, 2012 (PDF).

Nieto, O., Pajuelo, A., López, D., Millan, A., Heredero, A., Duran, A., Herrero, J.R., Verdú, X., Becerra, Y., Morancho, E. Sistemas Operativos: Cuaderno de Laboratorio. Department of Computer Architecture. Polytechnic University of Catalonia. ISBN 978-84-612-1002-2. 2007.