City Research Online

Article

Zhou, Q., Feng, Z. & Benetos, E. (2019). Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF. Sensors (Basel), 19(14), article number 3206. doi: 10.3390/s19143206

Abdallah, S., Benetos, E., Gold, N. , Hargreaves, S., Weyde, T. & Wolff, D.view all authors (2017). The digital music lab: A big data infrastructure for digital musicology. Journal on Computing and Cultural Heritage, 10(1), pp. 1-21. doi: 10.1145/2983918

Panteli, M., Benetos, E. ORCID: 0000-0002-6820-6764 & Dixon, S. (2017). A computational study on outliers in world music. PLOS ONE, 12(12), article number e0189399. doi: 10.1371/journal.pone.0189399

Ali, H., Tran, S. N., Benetos, E. & d'Avila Garcez, A. S.view all authors (2016). Speaker recognition with hybrid features from a deep belief network. Neural Computing and Applications, 29(6), pp. 13-19. doi: 10.1007/s00521-016-2501-7

Stowell, D., Giannoulis, D., Benetos, E. , Lagrange, M. & Plumbley, M. D.view all authors (2015). Detection and Classification of Acoustic Scenes and Events. IEEE Transactions on Multimedia, 17(10), pp. 1733-1746. doi: 10.1109/tmm.2015.2428998

Tidhar, D., Dixon, S., Benetos, E. & Weyde, T.view all authors (2014). The temperament police. Early Music, 42(4), pp. 579-590. doi: 10.1093/em/cau101

Benetos, E., Ewert, S. & Weyde, T. (2014). Automatic transcription of pitched and unpitched sounds from polyphonic music. 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3107-3111. doi: 10.1109/ICASSP.2014.6854172

Sigtia, S., Benetos, E., Boulanger-Lewandowski, N. , Weyde, T., Garcez, A. & Dixon, S.view all authors (2014). A Hybrid Recurrent Neural Network For Music Transcription. CoRR, 14(11), article number 1623.

Benetos, E., Dixon, S., Giannoulis, D. , Kirchhoff, H. & Klapuri, A.view all authors (2013). Automatic music transcription: challenges and future directions. Journal of Intelligent Information Systems, 41(3), pp. 407-434. doi: 10.1007/s10844-013-0258-3

Benetos, E. & Dixon, S. (2013). Multiple-instrument polyphonic music transcription using a temporally constrained shift-invariant model. The Journal of the Acoustical Society of America (JASA), 133(3), pp. 1727-1741. doi: 10.1121/1.4790351

Benetos, E. & Dixon, S. (2012). A Shift-Invariant Latent Variable Model for Automatic Music Transcription. Computer Music Journal, 36(4), pp. 81-94. doi: 10.1162/comj_a_00146

Benetos, E. & Dixon, S. (2012). Temporally-constrained convolutive probabilistic latent component analysis for multi-pitch detection. Lecture Notes in Computer Science: Latent Variable Analysis and Signal Separation, 7191, pp. 364-371. doi: 10.1007/978-3-642-28551-6_45

Benetos, E. & Dixon, S. (2011). Joint Multi-Pitch Detection Using Harmonic Envelope Estimation for Polyphonic Music Transcription. IEEE Journal of Selected Topics in Signal Processing, 5(6), pp. 1111-1123. doi: 10.1109/jstsp.2011.2162394

Benetos, E. & Stylianou, Y. (2010). Auditory Spectrum-Based Pitched Instrument Onset Detection. IEEE Transactions on Audio, Speech & Language Processing, 18(8), pp. 1968-1977. doi: 10.1109/tasl.2010.2040785

Anglade, A., Benetos, E., Mauch, M. & Dixon, S.view all authors (2010). Improving music genre classification using automatically induced harmony rules. Journal of New Music Research, 39(4), pp. 349-361. doi: 10.1080/09298215.2010.525654

Benetos, E. & Kotropoulos, C. (2010). Non-Negative Tensor Factorization Applied to Music Genre Classification. IEEE Transactions on Audio, Speech & Language Processing, 18(8), pp. 1955-1967. doi: 10.1109/tasl.2010.2040784

Kotti, M., Benetos, E. & Kotropoulos, C. (2008). Computationally Efficient and Robust BIC-Based Speaker Segmentation. IEEE Transactions on Audio, Speech & Language Processing, 16(5), pp. 920-933. doi: 10.1109/tasl.2008.925152

Kotti, M, Benetos, E., Kotropoulos, C. & Pitas, Iview all authors (2007). A neural network approach to audio-assisted movie dialogue detection. Neurocomputing, 71(1-3), pp. 157-166. doi: 10.1016/j.neucom.2007.08.006

Book

Serra, X., Magas, M., Benetos, E. , Chudy, M., Dixon, S., Flexer, A., Gomez, E., Gouyon, F., Herrera, P., Jorda, S., Paytuvi, O., Peeters, G., Schlüter, J., Vinet, H. & Widmer, G.view all authors (2013). Roadmap for Music Information ReSearch. London, UK: MIRES Consortium.

Book Section

Benetos, E., Siatras, S., Kotropoulos, C. , Nikolaidis, N. & Pitas, I.view all authors (2008). Movie analysis with emphasis to dialogue and action scene detection. In: Maragos, P., Potamianos, A. & Gros, P. (Eds.), Multimodal Processing and Interaction: Audio, Video, Text. (pp. 157-177). Springer. doi: 10.1007/978-0-387-76316-3_7

Conference or Workshop Item

Russell, A. J., Benetos, E. & Garcez, A. (2017). On the Memory Properties of Recurrent Neural Models. Paper presented at the 2017 International Joint Conference on Neural Networks, 14-19 May 2017, Anchorage, USA.

Sigtia, S., Benetos, E., Boulanger-Lewandowski, N. , Weyde, T., Garcez, A. & Dixon, S.view all authors (2015). A Hybrid Recurrent Neural Network For Music Transcription. Paper presented at the 40th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015, 19-04-2015 - 24-04-2015, Brisbane, Australia.

Weyde, T., Cottrell, S.J., Dykes, J. , Benetos, E., Wolff, D., Tidhar, D., Gold, N., Abdallah, S., Plumbley, M. D., Dixon, S., Barthet, M., Mahey, M., Tovell, A. & Alancar-Brayner, A.view all authors (2014). Big Data for Musicology. Paper presented at the 1st International Digital Libraries for Musicology workshop, 12-09-2014 - 12-09-2014, London, UK.

Wolff, D., Tidhar, D., Benetos, E. , Dumon, E., Cherla, S. & Weyde, T.view all authors (2014). Incremental dataset definition for large scale musicological research. In: Page, K. & Fields, B. (Eds.), DLfM '14 Proceedings of the 1st International Workshop on Digital Libraries for Musicology. 1st International Digital Libraries for Musicology workshop, 12-09-2014 - 12-09-2014, London, UK.

Benetos, E. & Holzapfel, A. (2014). Incorporating pitch class profiles for improving automatic transcription of Turkish makam music. In: Holzapfel, A (Ed.), Proceedings of the Fourth International Workshop on Folk Music Analysis (FM. 4th International Workshop on Folk Music Analysis, 12-06-2014 - 13-06-2014, Istanbul, Turkey.

Giannoulis, D., Benetos, E., Klapuri, A. & Plumbley, M. D.view all authors (2014). Improving instrument recognition in polyphonic music through system integration. Paper presented at the 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 04-05-2014 - 09-05-2014, Florence, Italy. doi: 10.1109/ICASSP.2014.6854599

Benetos, E., Jansson, A. & Weyde, T. (2014). Improving automatic music transcription through key detection. In: Dittmar, C, Fazekas, G & Ewert, S (Eds.), http://www.aes.org/conferences/53/technical_programme.cfm. AES 53rd International Conference on Semantic Audio, 27 - 29 Jan 2014, London, UK.

Tran, S., Benetos, E. & Garcez, A. (2014). Learning motion-difference features using Gaussian restricted Boltzmann machines for efficient human action recognition. Paper presented at the 2014 International Joint Conference on Neural Networks (IJCNN), 06-07-2014 - 11-07-2014, Beijing, China. doi: 10.1109/IJCNN.2014.6889945

Sigtia, S., Benetos, E., Cherla, S. , Weyde, T., Garcez, A. & Dixon, S.view all authors (2014). An RNN-based Music Language Model for Improving Automatic Music Transcription. In: Wang, H-M, Yang, Y-H & Lee, JH (Eds.), http://www.terasoft.com.tw/conf/ismir2014//proceedings%5CISMIR2014_Proceedings.pdf. 15th International Society for Music Information Retrieval Conference (ISMIR), 27-10-2014 - 31-10-2014, Taipei, Taiwan.

Benetos, E., Badeau, R., Weyde, T. & Richard, G.view all authors (2014). Template Adaptation for Improving Automatic Music Transcription. In: Wang, H-M, Yang, Y-H & Lee, JH (Eds.), http://www.terasoft.com.tw/conf/ismir2014//proceedings%5CISMIR2014_Proceedings.pdf. 15th International Society for Music Information Retrieval Conference (ISMIR), 27-10-2014 - 31-10-2014, Taipei, Taiwan.

Benetos, E. & Holzapfel, A. (2013). Automatic transcription of Turkish makam music. Paper presented at the 14th International Society for Music Information Retrieval Conference, 4 - 8 Nov 2013, Curitiba, PR, Brazil.

Giannoulis, D., Benetos, E., Stowell, D. , Rossignol, M., Lagrange, M. & Plumbley, M. D.view all authors (2013). Detection and classification of acoustic scenes and events: an IEEE AASP challenge. Paper presented at the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 20 - 23 Oct 2013, New Paltz, NY, USA.

Benetos, E. & Weyde, T. (2013). Explicit duration hidden Markov models for multiple-instrument polyphonic music transcription. Paper presented at the 14th International Society for Music Information Retrieval Conference, 4 - 8 Nov 2013, Curitiba, Brazil.

Giannoulis, D., Stowell, D., Benetos, E. , Rossignol, M., Lagrange, M. & Plumbley, M. D.view all authors (2013). A database and challenge for acoustic scene classification and event detection. In: 21st European Signal Processing Conference. The 21st European Signal Processing Conference, 9 - 13 Sep 2013, Marrakech, Morocco.

Benetos, E., Cherla, S. & Weyde, T. (2013). An efficient shift-invariant model for polyphonic music transcription. In: 6th International Workshop on Machine Learning and Music. MML 2013: 6th International Workshop on Machine Learning and Music, 23 Sep 2013, Prague, Czech Republic.

de Valk, R., Weyde, T. & Benetos, E. (2013). A machine learning approach to voice separation in lute tablature. Paper presented at the 14th International Society for Music Information Retrieval Conference, 4 - 8 Nov 2013, Curitiba, Brazil.

Benetos, E., Dixon, S., Giannoulis, D. , Kirchhoff, H. & Klapuri, A.view all authors (2012). Automatic Music Transcription: Breaking the Glass Ceiling. Paper presented at the 13th International Society for Music Information Retrieval Conference (ISMIR 2012), 8 - 12 Oct 2012, Porto, Portugal.

Benetos, E., Lagrange, M. & Dixon, S. (2012). Characterisation of acoustic scenes using a temporally-constrained shift-invariant model. In: 15th International Conference on Digital Audio Effects, DAFx 2012 Proceedings. 15th International Conference on Digital Audio Effects Conference (DAFx-12), 17 - 21 Sept 2012, University of York, York, UK.

Benetos, E., Klapuri, A. & Dixon, S. (2012). Score-informed transcription for automatic piano tutoring. In: European Signal Processing Conference. Signal Processing Conference (EUSIPCO), 2012 Proceedings of the 20th European, 27 - 31 Aug 2012, Bucharest, Romania.

Mearns, L., Benetos, E. & Dixon, S. (2011). Automatically detecting key modulations in J.S. Bach chorale recordings. In: 8th Sound and Music Computing Conference. 8th Sound and Music Computing Conference, 6 - 9 Jul 2011, Padova, Italy.

Benetos, E. & Dixon, S. (2011). Multiple-instrument polyphonic music transcription using a convolutive probabilistic model. In: 8th Sound and Music Computing Conference. 8th Sound and Music Computing Conference, 6 - 9 Jul 2011, Padova, Italy.

Benetos, E. & Dixon, S. (2011). Polyphonic music transcription using note onset and offset detection. In: ICASSP. 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 22 - 27 May 2011, Prague, Czech Republic. doi: 10.1109/ICASSP.2011.5946322

Dixon, S., Tidhar, D. & Benetos, E. (2011). The Temperament Police: The Truth, the Ground Truth, and Nothing but the Truth. In: Klapuri, A & Leider, C (Eds.), ISMIR. 12th International Society for Music Information Retrieval Conference, 24 - 28 Oct 2011, Miami, Florida, US.

Benetos, E. & Dixon, S. (2011). A temporally-constrained convolutive probabilistic model for pitch detection. In: IEEE Workshop on Applications of Signal Processing to Audio and Acoustics. Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011 IEEE Workshop on, 16 - 19 Oct 2011, New Paltz, NY, US.

Benetos, E. & Dixon, S. (2010). Multiple-F0 estimation of piano sounds exploiting spectral structure and temporal evolution. In: ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition. ISCA Tutorial and Research Workshop on Statistical and Perceptual Audition, 25 Sep 2010, Makuhari, Japan.

Benetos, E., Holzapfel, A. & Stylianou, Y. (2009). Pitched Instrument Onset Detection based on Auditory Spectra. In: Hirata, K, Tzanetakis, G & Yoshii, K (Eds.), ISMIR. 10th International Society for Music Information Retrieval Conference, ISMIR 2009, 26 - 30 Oct 2009, Kobe, Japan.

Spachos, D., Zlantintsi, A., Moschou, V. , Antonopoulos, P., Benetos, E., Kotti, M., Tzimouli, K., Kotropoulos, C., Nikolaidis, N., Maragos, P. & Pitas, I.view all authors (2008). MUSCLE movie-database: a multimodal corpus with rich annotation for dialogue and saliency detection. In: 6th Language Resources and Evaluation Conference. Multimodal Corpora: From Models of Natural Interaction to Systems and Applications, 27 May 2008, Marrakech, Morocco.

Panagakis, I., Benetos, E. & Kotropoulos, C. (2008). Music genre classification: a multilinear approach. In: Bello, JP, Chew, E & Turnbull, D (Eds.), ISMIR. International Symposium Music Information Retrieval, 14 - 18 September 2008, Philadelphia, USA.

Benetos, E. & Kotropoulos, C. (2008). A tensor-based approach for automatic music genre classification. In: 16th European Signal Processing Conference. EUSIPCO 2008: 16th European Signal Processing Conference, 25 - 29 Aug 2008, Lausanne, Switzerland.

Benetos, E., Kotti, M. & Kotropoulos, C. (2007). Large scale musical instrument identification. In: 4th Sound and Music Computing Conference. 4th Sound and Music Computing Conference, 11 - 13 Jul 2007, Lefkada, Greece.

Kotti, M., Benetos, E. & Kotropoulos, C. (2007). Neural network-based movie dialogue detection. In: 10th International Conference on Engineering Applications of Neural Networks. EANN 2007: 10th International Conference on Engineering Applications of Neural Networks, 29 - 31 Aug 2007, Thessaloniki, Greece.

Moschou, V., Kotti, M., Benetos, E. & Kotropoulos, C.view all authors (2007). Systematic comparison of BIC-based speaker segmentation systems. In: 2007 IEEE 9Th International Workshop on Multimedia Signal Processing, MMSP 2007 - Proceedings. IEEE 9Th International Workshop on Multimedia Signal Processing, 1 - 3 October 2007, Crete, Greece.

Benetos, E., Kotti, M. & Kotropoulos, C. (2006). Applying supervised classifiers based on non-negative matrix factorization to musical instrument classification. In: ICME. IEEE International Conference on Multimedia and Expo (ICME 2006), 9 - 12 July 2006, Toronto, Canada. doi: 10.1109/ICME.2006.262650

Kotti, M., Benetos, E. & Kotropoulos, C. (2006). Automatic speaker change detection with the Bayesian information criterion using MPEG-7 features and a fusion scheme. In: ISCAS. International Symposium on Circuits and Systems (ISCAS 2006), 21 - 24 May 2006, Island of Kos, Greece. doi: 10.1109/ISCAS.2006.1692970

Kotti, M., Martins, L. P. M., Benetos, E. , Cardoso, J. S. & Kotropoulos, C.view all authors (2006). Automatic speaker segmentation using multiple features and distance measures: a comparison of three approaches. In: ICME. IEEE International Conference on Multimedia and Expo (ICME 2006), 9 - 12 July 2006, Toronto, Canada. doi: 10.1109/ICME.2006.262727

Benetos, E., Kotti, M. & Kotropoulos, C. (2006). Musical instrument classification using non-negative matrix factorization algorithms and subset feature selection. In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE International Conference on Acoustics, Speech and Signal Processing, 14 - 19 May 2006, Toulouse, France.

Benetos, E., Kotropoulos, C., Lidy, T. & Rauber, A.view all authors (2006). Testing supervised classifiers based on non-negative matrix factorization to musical instrument classification. In: 14th European Signal Processing Conference. EUSIPCO 2006: 14th European Signal Processing Conference, 4 - 8 Sep 2006, Florence, Italy.

Benetos, E., Kotti, M., Kotropoulos, C. , Burred, J. J., Eisenberg, G., Haller, M. & Sikora, T.view all authors (2005). Comparison of subspace analysis-based and statistical model-based algorithms for musical instrument classification. In: 2nd Workshop On Immersive Communication And Broadcast Systems. 2nd Workshop On Immersive Communication And Broadcast Systems (ICOB 2005), 27 - 28 Oct 2005, Berlin, Germany.