Peer-Reviewed Journals
J. Salamon, E. Gómez, D. P. W. Ellis and G. Richard, "Melody Extraction from Polyphonic Music Signals: Approaches, Applications and Challenges", IEEE Signal Processing Magazine, 31(2):118-134, Mar. 2014.
[IEEE][DOI][PDF][BibTeX][Copyright]
S. Gulati, A. Bellur, J. Salamon, H. G. Ranjani, V. Ishwar, H. A. Murthy, and X. Serra, "Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation", J. of New Music Research, 43(1):53–71, Mar. 2014.
[Taylor & Francis][DOI][PDF][BibTeX]
J. Salamon, J. Serrà and E. Gómez, "Tonal Representations for Music Retrieval: From Version Identification to Query-by-Humming", International Journal of Multimedia Information Retrieval, special issue on Hybrid Music Information Retrieval, 2(1):45-58, Mar. 2013.
[Springer][DOI][PDF][BibTeX]
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics", IEEE Transactions on Audio, Speech and Language Processing, 20(6):1759-1770, Aug. 2012.
[IEEE][DOI][PDF][BibTeX][Copyright]
[IEEE][DOI][PDF][BibTeX][Copyright]
S. Gulati, A. Bellur, J. Salamon, H. G. Ranjani, V. Ishwar, H. A. Murthy, and X. Serra, "Automatic Tonic Identification in Indian Art Music: Approaches and Evaluation", J. of New Music Research, 43(1):53–71, Mar. 2014.
[Taylor & Francis][DOI][PDF][BibTeX]
J. Salamon, J. Serrà and E. Gómez, "Tonal Representations for Music Retrieval: From Version Identification to Query-by-Humming", International Journal of Multimedia Information Retrieval, special issue on Hybrid Music Information Retrieval, 2(1):45-58, Mar. 2013.
[Springer][DOI][PDF][BibTeX]
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music Signals using Pitch Contour Characteristics", IEEE Transactions on Audio, Speech and Language Processing, 20(6):1759-1770, Aug. 2012.
[IEEE][DOI][PDF][BibTeX][Copyright]
Peer-Reviewed Conferences And Workshops
R. Bittner, J. Salamon, S. Essid and J. P. Bello. "Melody Extraction by Contour Classification". Proc. 16th International Society for Music Information Retrieval Conference (ISMIR 2015), Malaga, Spain, Oct. 2015.
[ISMIR][PDF][BibTex]
- ISMIR 2015 Best Oral Presentation Award (news item)
J. Salamon and J. P. Bello. "Feature Learning with Deep Scattering for Urban Sound Analysis", 2015 European Signal Processing Conference (EUSIPCO), Nice, France, August 2015.
[EURASIP][PDF][BibTex]
J. Valero-Mas, J. Salamon, and E. Gómez. "Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming". In Sound and Music Computing Conference, Maynooth, Ireland, Jul. 2015.
[SMC][PDF][BibTex]
M. Mauch, C. Cannam, R. Bittner, G. Fazekas, J. Salamon, J. Dai, J. P. Bello, and S. Dixon. "Computer-aided melody note transcription using the Tony software: Accuracy and efficiency". In First International Conference on Technologies for Music Notation and Representation (TENOR), Paris, France, May 2015.
[TENOR][PDF][BibTex]
J. Salamon and J. P. Bello. "Unsupervised Feature Learning for Urban Sound Classification", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
[IEEE][DOI][PDF][BibTeX][Copyright]
J. Salamon, C. Jacoby and J. P. Bello. "A Dataset and Taxonomy for Urban Sound Research", in Proc. 22nd ACM International Conference on Multimedia, Orlando, USA, Nov. 2014.
[ACM][PDF][BibTeX]
C. Raffel, B. McFee, E. J. Humphrey, J. Salamon, O. Nieto, D. Liang and D. P. W. Ellis. "mir_eval: A Transparent Implementation of Common MIR Metrics", Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, Oct. 2014.
[ISMIR][PDF][BibTeX]
- ISMIR 2014 Best Poster Presentation Award (news item)
R. M. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello. "MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research", in Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, Oct. 2014.
[ISMIR][PDF][BibTeX]
E. J. Humphrey, J. Salamon, O. Nieto, J. Forsyth, R. M. Bittner and J. P. Bello. "JAMS: A JSON Annotated Music Specification for Reproducible MIR Research", in Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, October 2014.
[ISMIR][PDF][BibTeX]
T. H. Park, J. Turner, M. Musick, J. H. Lee, C. Jacoby, C. Mydlarz and J. Salamon. "Sensing Urban Soundscapes", in Proc. EDBT/ICDT Workshops, pp. 375-382, Mar. 2014.
[CEUR][PDF][BibTeX]
D. Bogdanov, N. Wack, E. Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata and X. Serra, "ESSENTIA: an Audio Analysis Library for Music Information Retrieval", in Proc. 14th International Society for Music Information Retrieval Conference (ISMIR 2013), Curitiba, Brazil, November 2013.
[ISMIR][PDF][BibTeX]
D. Bogdanov, N. Wack, E Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata and X. Serra, "ESSENTIA: an Open-Source Library for Sound and Music Analysis", in 21st ACM Int. Conf. on Multimedia, Barcelona, Spain, Oct. 2013.
[ACM][PDF][BibTeX]
- Winner of the ACM Multimedia 2013 Best Open Source Software Award
J. Salamon, G. Peeters and A. Röbel, "Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
J. Salamon and J. Urbano, "Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
J. Salamon, S. Gulati and X. Serra, "A Multipitch Approach to Tonic Identification in Indian Classical Music", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
E. Gómez, F. Cañadas, J. Salamon, J. Bonada, P. Vera and P. Cabañas, "Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
A. Pikrakis, F. Gómez, S. Oramas, J. M. D. Báñez, J. Mora, F. Escobar, E. Gómez and J. Salamon, "Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
S. Gulati, J. Salamon and X. Serra, "A Two-stage Approach for Tonic Identification in Indian Art Music", in 2nd CompMusic Workshop, Istanbul, Turkey, July 2012.
J. Salamon, J. Serrà and E. Gómez, "Melody, Bass Line, and Harmony Representations for Music Version Identification", in Proc. 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012), Lyon, France, April 2012.
[ACM][DOI][PDF][BibTeX]
E. Gómez, J. Bonada and J. Salamon, "Automatic Transcription of Flamenco Singing from Monophonic and Polyphonic Music Recordings", 2nd International Workshop on Folk Music Analysis (FMA), 3rd Interdisciplinary Conference on Flamenco Research (INFLA), Sevilla, Spain, April 2012.
F. Gómez, A. Pikrakis, J. Mora, J. M. Díaz-Bañez, E. Gómez, F. Escobar, S. Oramas and J. Salamon, "Automatic Detection of Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings", 2nd International Workshop on Folk Music Analysis (FMA), 3rd Interdisciplinary Conference on Flamenco Research (INFLA), Sevilla, Spain, April 2012.
J. Salamon, B. Rocha and E. Gómez, "Musical Genre Classification using Melody Features Extracted from Polyphonic Music Signals", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, March 25-30, 2012.
[IEEE][DOI][PDF][BibTeX][Copyright]
J. Salamon, E. Gómez and J. Bonada, "Sinusoid Extraction and Salience Function Design for Predominant Melody Estimation", in Proc. 14th Int. Conference on Digital Audio Effects (DAFx-11), Paris, France, September 19-23, 2011.
[DAFx][PDF][BibTeX]
J. Salamon and M. Rohrmeier, "A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System," in Goto et al. (eds.), Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR 2009), pages 255-260, Kobe, Japan, 2009.
[ISMIR][PDF][BibTeX]
J. Salamon and E. Gómez, "A Chroma-based Salience Function for Melody and Bass Line Estimation from Music Audio Signals," in 6th Sound and Music Computing Conference (SMC 2009), pages 331-336, Porto, Portugal, 2009.
[SMC][PDF][BibTeX]
[ISMIR][PDF][BibTex]
- ISMIR 2015 Best Oral Presentation Award (news item)
J. Salamon and J. P. Bello. "Feature Learning with Deep Scattering for Urban Sound Analysis", 2015 European Signal Processing Conference (EUSIPCO), Nice, France, August 2015.
[EURASIP][PDF][BibTex]
J. Valero-Mas, J. Salamon, and E. Gómez. "Analyzing the influence of pitch quantization and note segmentation on singing voice alignment in the context of audio-based Query-by-Humming". In Sound and Music Computing Conference, Maynooth, Ireland, Jul. 2015.
[SMC][PDF][BibTex]
M. Mauch, C. Cannam, R. Bittner, G. Fazekas, J. Salamon, J. Dai, J. P. Bello, and S. Dixon. "Computer-aided melody note transcription using the Tony software: Accuracy and efficiency". In First International Conference on Technologies for Music Notation and Representation (TENOR), Paris, France, May 2015.
[TENOR][PDF][BibTex]
J. Salamon and J. P. Bello. "Unsupervised Feature Learning for Urban Sound Classification", in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brisbane, Australia, April 2015.
[IEEE][DOI][PDF][BibTeX][Copyright]
J. Salamon, C. Jacoby and J. P. Bello. "A Dataset and Taxonomy for Urban Sound Research", in Proc. 22nd ACM International Conference on Multimedia, Orlando, USA, Nov. 2014.
[ACM][PDF][BibTeX]
C. Raffel, B. McFee, E. J. Humphrey, J. Salamon, O. Nieto, D. Liang and D. P. W. Ellis. "mir_eval: A Transparent Implementation of Common MIR Metrics", Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, Oct. 2014.
[ISMIR][PDF][BibTeX]
- ISMIR 2014 Best Poster Presentation Award (news item)
R. M. Bittner, J. Salamon, M. Tierney, M. Mauch, C. Cannam and J. P. Bello. "MedleyDB: A Multitrack Dataset for Annotation-Intensive MIR Research", in Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, Oct. 2014.
[ISMIR][PDF][BibTeX]
E. J. Humphrey, J. Salamon, O. Nieto, J. Forsyth, R. M. Bittner and J. P. Bello. "JAMS: A JSON Annotated Music Specification for Reproducible MIR Research", in Proc. 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, October 2014.
[ISMIR][PDF][BibTeX]
T. H. Park, J. Turner, M. Musick, J. H. Lee, C. Jacoby, C. Mydlarz and J. Salamon. "Sensing Urban Soundscapes", in Proc. EDBT/ICDT Workshops, pp. 375-382, Mar. 2014.
[CEUR][PDF][BibTeX]
D. Bogdanov, N. Wack, E. Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata and X. Serra, "ESSENTIA: an Audio Analysis Library for Music Information Retrieval", in Proc. 14th International Society for Music Information Retrieval Conference (ISMIR 2013), Curitiba, Brazil, November 2013.
[ISMIR][PDF][BibTeX]
D. Bogdanov, N. Wack, E Gómez, S. Gulati, P. Herrera, O. Mayor, G. Roma, J. Salamon, J. Zapata and X. Serra, "ESSENTIA: an Open-Source Library for Sound and Music Analysis", in 21st ACM Int. Conf. on Multimedia, Barcelona, Spain, Oct. 2013.
[ACM][PDF][BibTeX]
- Winner of the ACM Multimedia 2013 Best Open Source Software Award
J. Salamon, G. Peeters and A. Röbel, "Statistical Characterisation of Melodic Pitch Contours and its Application for Melody Extraction", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
J. Salamon and J. Urbano, "Current Challenges in the Evaluation of Predominant Melody Extraction Algorithms", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
J. Salamon, S. Gulati and X. Serra, "A Multipitch Approach to Tonic Identification in Indian Classical Music", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
E. Gómez, F. Cañadas, J. Salamon, J. Bonada, P. Vera and P. Cabañas, "Predominant Fundamental Frequency Estimation vs Singing Voice Separation for the Automatic Transcription of Accompanied Flamenco Singing", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
A. Pikrakis, F. Gómez, S. Oramas, J. M. D. Báñez, J. Mora, F. Escobar, E. Gómez and J. Salamon, "Tracking Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings", in Proc. 13th International Society for Music Information Retrieval Conference (ISMIR 2012), Porto, Portugal, October 2012.
[ISMIR][PDF][BibTeX]
S. Gulati, J. Salamon and X. Serra, "A Two-stage Approach for Tonic Identification in Indian Art Music", in 2nd CompMusic Workshop, Istanbul, Turkey, July 2012.
J. Salamon, J. Serrà and E. Gómez, "Melody, Bass Line, and Harmony Representations for Music Version Identification", in Proc. 21st International World Wide Web Conference (WWW 2012): 4th International Workshop on Advances in Music Information Research (AdMIRe 2012), Lyon, France, April 2012.
[ACM][DOI][PDF][BibTeX]
E. Gómez, J. Bonada and J. Salamon, "Automatic Transcription of Flamenco Singing from Monophonic and Polyphonic Music Recordings", 2nd International Workshop on Folk Music Analysis (FMA), 3rd Interdisciplinary Conference on Flamenco Research (INFLA), Sevilla, Spain, April 2012.
F. Gómez, A. Pikrakis, J. Mora, J. M. Díaz-Bañez, E. Gómez, F. Escobar, S. Oramas and J. Salamon, "Automatic Detection of Melodic Patterns in Flamenco Singing by Analyzing Polyphonic Music Recordings", 2nd International Workshop on Folk Music Analysis (FMA), 3rd Interdisciplinary Conference on Flamenco Research (INFLA), Sevilla, Spain, April 2012.
J. Salamon, B. Rocha and E. Gómez, "Musical Genre Classification using Melody Features Extracted from Polyphonic Music Signals", in Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, March 25-30, 2012.
[IEEE][DOI][PDF][BibTeX][Copyright]
J. Salamon, E. Gómez and J. Bonada, "Sinusoid Extraction and Salience Function Design for Predominant Melody Estimation", in Proc. 14th Int. Conference on Digital Audio Effects (DAFx-11), Paris, France, September 19-23, 2011.
[DAFx][PDF][BibTeX]
J. Salamon and M. Rohrmeier, "A Quantitative Evaluation of a Two Stage Retrieval Approach for a Melodic Query by Example System," in Goto et al. (eds.), Proceedings of the 10th International Society for Music Information Retrieval Conference (ISMIR 2009), pages 255-260, Kobe, Japan, 2009.
[ISMIR][PDF][BibTeX]
J. Salamon and E. Gómez, "A Chroma-based Salience Function for Melody and Bass Line Estimation from Music Audio Signals," in 6th Sound and Music Computing Conference (SMC 2009), pages 331-336, Porto, Portugal, 2009.
[SMC][PDF][BibTeX]
Other Contributions To Conferences
B. McFee, E. J. Humphrey, O. Nieto, J. Salamon, R. Bittner, J. Forsyth, J. P. Bello, "Pump Up The JAMS: V0.2 And Beyond", technical report, October 2015.
J. Salamon and E. Gómez, "MIR.EDU: An Open-Source Library for Teaching Sound and Music Description", late breaking/demo extended abstract, 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, October 2014.
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music: MIREX 2011", in Music Information Retrieval Evaluation eXchange (MIREX) 2011, extended abstract, Miami, USA, 2011.
- Obtained the highest overall accuracy in MIREX 2011.
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music Audio", in Music Information Retrieval Evaluation eXchange (MIREX) 2010, extended abstract, Utrecht, The Netherlands, 2010.
J. Salamon and E. Gómez, "MIR.EDU: An Open-Source Library for Teaching Sound and Music Description", late breaking/demo extended abstract, 15th International Society for Music Information Retrieval Conference (ISMIR 2014), Taipei, Taiwan, October 2014.
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music: MIREX 2011", in Music Information Retrieval Evaluation eXchange (MIREX) 2011, extended abstract, Miami, USA, 2011.
- Obtained the highest overall accuracy in MIREX 2011.
J. Salamon and E. Gómez, "Melody Extraction from Polyphonic Music Audio", in Music Information Retrieval Evaluation eXchange (MIREX) 2010, extended abstract, Utrecht, The Netherlands, 2010.
Theses
Salamon, J. (2013). Melody Extraction from Polyphonic Music Signals. Ph.D. thesis, Universitat Pompeu Fabra, Barcelona, Spain, 2013.
[MTG][EURASIP][PDF][BibTeX]
Salamon, J. "Chroma-based Predominant Melody and Bass Line Extraction from Music Audio Signals," Master’s thesis, Universitat Pompeu Fabra, Barcelona, 2008.
[MTG][PDF][BibTeX]
Salamon, J. "MuSearch Query by Example Search Engine," Undergraduate dissertation, University of Cambridge, Cambridge, 2007.
[PDF]
[MTG][EURASIP][PDF][BibTeX]
Salamon, J. "Chroma-based Predominant Melody and Bass Line Extraction from Music Audio Signals," Master’s thesis, Universitat Pompeu Fabra, Barcelona, 2008.
[MTG][PDF][BibTeX]
Salamon, J. "MuSearch Query by Example Search Engine," Undergraduate dissertation, University of Cambridge, Cambridge, 2007.
[PDF]
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© Copyright IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
