publications

110 entries « 2 of 3 »

2019

Pati, Ashis; Lerch, Alexander; Hadjeres, Gaëtan

Learning to Traverse Latent Spaces for Musical Score Inpainting Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Delft, 2019.

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Huang, Jiawen; Lerch, Alexander

Automatic Assessment of Sight-Reading Exercises Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Delft, 2019.

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Gururani, Siddharth; Sharma, Mohit; Lerch, Alexander

An Attention Mechanism for Music Instrument Recognition Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Delft, 2019.

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Guan, Hongzhao; Lerch, Alexander

Evaluation of Feature Learning Methods for Voice Disorder Detection Journal Article

In: International Journal of Semantic Computing (IJSC), vol. 13, no. 4, pp. 453–470, 2019.

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2018

Wu, Chih-Wei; Lerch, Alexander

Learned Features for the Assessment of Percussive Music Performances Proceedings Article

In: Proceedings of the International Conference on Semantic Computing (ICSC), IEEE, Laguna Hills, 2018.

Links | BibTeX | Tags: audio, feature learning, music performance analysis, percussion

Lerch, Alexander

The Relation Between Music Technology and Music Industry Book Section

In: Bader, Rolf (Ed.): Springer Handbook of Systematic Musicology, pp. 899–909, Springer, Berlin, Heidelberg, 2018, ISBN: 978-3-662-55002-1 978-3-662-55004-5.

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Pati, Kumar Ashis; Gururani, Siddharth; Lerch, Alexander

Assessment of Student Music Performances Using Deep Neural Networks Journal Article

In: Applied Sciences, vol. 8, no. 4, pp. 507, 2018.

Abstract | Links | BibTeX | Tags: deep learning, deep neural networks, DNN, MIR, music education, music informatics, music information retrieval, music learning, music performance assessment

Wu, Chih-Wei; Dittmar, Christian; Southall, Carl; Vogl, Richard; Widmer, Gerhard; Hockman, Jason A; Muller, Meinard; Lerch, Alexander

A Review of Automatic Drum Transcription Journal Article

In: IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 9, pp. 1457–1483, 2018, ISSN: 2329-9290.

Abstract | Links | BibTeX | Tags: Automatic Music Transcription, deep learning, Instruments, Machine Learning, Matrix Factorization, Rhythm, Spectrogram, Speech processing, Task analysis, Transient analysis

Xambo, Anna; Roma, Gerard; Lerch, Alexander; Barthet, Matthieu; Fazekas, Gyorgy

Live Repurposing of Sounds: MIR Explorations with Personal and Crowd-sourced Databases Proceedings Article

In: Proceedings of the Conference on New Interfaces for Musical Expression (NIME), Blacksburg, 2018.

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Seipel, Fabian; Lerch, Alexander

Multi-Track Crosstalk Reduction Proceedings Article

In: Proceedings of the Audio Engineering Society Convention, Audio Engineering Society (AES), Milan, 2018.

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Gururani, Siddharth; Summers, Cameron; Lerch, Alexander

Instrument Activity Detection in Polyphonic Music using Deep Neural Networks Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Paris, 2018.

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Wu, Chih-Wei; Lerch, Alexander

From Labeled to Unlabeled Data -- On the Data Challenge in Automatic Drum Transcription Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Paris, 2018.

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Subramanian, Vinod; Lerch, Alexander

Concert Stitch: Organization and Synchromization of Crowd-Sourced Recordings Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Paris, 2018.

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Gururani, Siddharth; Pati, Kumar Ashis; Wu, Chih-Wei; Lerch, Alexander

Analysis of Objective Descriptors for Music Performance Assessment Proceedings Article

In: Proceedings of the International Conference on Music Perception and Cognition (ICMPC), Montreal, Canada, 2018.

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Genchel, Benjamin; Lerch, Alexander

Lead Sheet Generation with Musically Interdependent Networks Proceedings Article

In: Late Breaking Abstract, Proceedings of Computer Simulation of Musical Creativity (CSMC), Dublin, 2018.

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Wu, Chih-Wei; Lerch, Alexander

Assessment of Percussive Music Performances with Feature Learning Journal Article

In: International Journal of Semantic Computing, vol. 12, no. 3, pp. 315–333, 2018, ISSN: 1793-351X.

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Yang, Li-Chia; Lerch, Alexander

On the evaluation of generative models in music Journal Article

In: Neural Computing and Applications, 2018, ISSN: 1433-3058.

Abstract | Links | BibTeX | Tags: Computational creativity, Music generation, Objective evaluation

2017

Wu, Chih-Wei; Vinton, Mark

Blind Bandwidth Extension using K-Means and Support Vector Regression Proceedings Article

In: Proceedings of the International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, New Orleans, 2017.

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Gururani, Siddharth; Lerch, Alexander

Automatic Sample Detection in Polyphonic Music Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), International Society for Music Information Retrieval (ISMIR), Suzhou, 2017.

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Gururani, Siddharth; Lerch, Alexander

Mixing Secrets: A multitrack dataset for instrument detection in polyphonic music Proceedings Article

In: Late Breaking Demo (Extended Abstract), Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), International Society for Music Information Retrieval (ISMIR), Suzhou, 2017.

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Pati, Kumar Ashis; Lerch, Alexander

A Dataset and Method for Electric Guitar Solo Detection in Rock Music Proceedings Article

In: Proceedings of the AES Conference on Semantic Audio, Audio Engineering Society (AES), Erlangen, 2017.

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Southall, Carl; Wu, Chih-Wei; Lerch, Alexander; Hockman, Jason A

MDB Drums --- An Annotated Subset of MedleyDB for Automatic Drum Transcription Proceedings Article

In: Late Breaking Demo (Extended Abstract), Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), International Society for Music Information Retrieval (ISMIR), Suzhou, 2017.

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Vidwans, Amruta; Gururani, Siddharth; Wu, Chih-Wei; Subramanian, Vinod; Swaminathan, Rupak Vignesh; Lerch, Alexander

Objective descriptors for the assessment of student music performances Proceedings Article

In: Proceedings of the AES Conference on Semantic Audio, Audio Engineering Society (AES), Erlangen, 2017.

Abstract | Links | BibTeX | Tags: computational auditory scene analysis, Computer sound processing, Content analysis (Communication), Data processing

Wu, Chih-Wei; Lerch, Alexander

Automatic drum transcription using the student-teacher learning paradigm with unlabeled music data Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), International Society for Music Information Retrieval (ISMIR), Suzhou, 2017.

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Chen, Zhiqian; Wu, Chih-Wei; Lu, Yen-Cheng; Lerch, Alexander; Lu, Chang-Tien

Learning to Fuse Music Genres with Generative Adversarial Dual Learning Proceedings Article

In: Proceedings of the International Conference on Data Mining (ICDM), Institute of Electrical and Electronics Engineers (IEEE), New Orleans, 2017.

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2016

Freeman, Jason; Lerch, Alexander; Paradis, Matthew (Ed.)

Proceedings of the 2nd Web Audio Conference (WAC-2016) Book

Georgia Institute of Technology, Atlanta, 2016, ISBN: 978-0-692-61973-5.

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Laguna, Christopher; Lerch, Alexander

An Efficient Algorithm For Clipping Detection And Declipping Audio Proceedings Article

In: Proceedings of the 141st AES Convention, Audio Engineering Society (AES), Los Angeles, 2016.

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Lu, Yen-Cheng; Wu, Chih-Wei; Lu, Chang-Tien; Lerch, Alexander

An Unsupervised Approach to Anomaly Detection in Music Datasets Proceedings Article

In: Proceedings of the ACM SIGIR Conference (SIGIR), pp. 749–752, ACM, Pisa, 2016, ISBN: 978-1-4503-4069-4.

Abstract | Links | BibTeX | Tags: anomaly detection, data clean-up, music genre retrieval, music information retrieval

Lu, Yen-Cheng; Wu, Chih-Wei; Lu, Chang-Tien; Lerch, Alexander

Automatic Outlier Detection in Music Genre Datasets Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, New York, 2016.

Abstract | Links | BibTeX | Tags: anomaly detection, data clean-up, music genre retrieval, music information retrieval

Winters, Michael R; Gururani, Siddharth; Lerch, Alexander

Automatic Practice Logging: Introduction, Dataset & Preliminary Study Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, New York, 2016.

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Wu, Chih-Wei; Gururani, Siddharth; Laguna, Christopher; Pati, Ashis; Vidwans, Amruta; Lerch, Alexander

Towards the Objective Assessment of Music Performances Proceedings Article

In: Proceedings of the International Conference on Music Perception and Cognition (ICMPC), pp. 99–103, San Francisco, 2016, ISBN: 1-879346-65-5.

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Wu, Chih-Wei; Lerch, Alexander

On Drum Playing Technique Detection in Polyphonic Mixtures Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, New York, 2016.

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Xambo, Anna; Lerch, Alexander; Freeman, Jason

Learning to code through MIR Proceedings Article

In: Late Breaking Demo (Extended Abstract), Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, New York, 2016.

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2015

Gupta, Udit; II, Elliot Moore; Lerch, Alexander

On the Perceptual Relevance of Objective Source Separation Measures for Singing Voice Separation Proceedings Article

In: Proceedings of the Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA), IEEE, New Paltz, 2015.

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Lykartsis, Athanasios; Lerch, Alexander; Weinzierl, Stefan

Analysis of Speech Rhythm for Language Identification Based on Beat Histograms Proceedings Article

In: Proceedings of the DAGA (Jahrestagung fur Akustik), Nuremberg, 2015.

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Lykartsis, Athanasios; Lerch, Alexander

Beat Histogram Features for Rythm-based Musical Genre Classification Using Multiple Novelty Functions Proceedings Article

In: Proceedings of the International Conference on Digital Audio Effects (DAFX), Trondheim, Norway, 2015.

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Lykartsis, Athanasios; Wu, Chih-Wei; Lerch, Alexander

Beat Histogram Features from NMF-Based Novelty Functions for Music Classification Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, Malaga, 2015.

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O'Brien, Cian; Lerch, Alexander

Genre-Specific Key Profiles Proceedings Article

In: Proceedings of the International Computer Music Conference (ICMC), ICMA, Denton, 2015.

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Wu, Chih-Wei; Lerch, Alexander

Drum Transcription using Partially Fixed Non-Negative Matrix Factorization Proceedings Article

In: Proceedings of the European Signal Processing Conference (EUSIPCO), EURASIP, Nice, 2015.

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Wu, Chih-Wei; Lerch, Alexander

Drum Transcription using Partially Fixed Non-Negative Matrix Factorization With Template Adaptation Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, Malaga, 2015.

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Zhou, Xinquan; Lerch, Alexander

Chord Detection Using Deep Learning Proceedings Article

In: Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), ISMIR, Malaga, 2015.

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2014

von Coler, Henrik; Lerch, Alexander

CMMSD: A Data Set for Note-Level Segmentation of Monophonic Music Proceedings Article

In: Proceedings of the AES 53rd International Conference on Semantic Audio, Audio Engineering Society (AES), London, UK, 2014.

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Lerch, Alexander

Music Information Retrieval Book Section

In: Weinzierl, Stefan (Ed.): Akustische Grundlagen der Musik, no. 5, pp. 79–102, Laaber, 2014, ISBN: 978-3-89007-699-7.

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2013

Kraft, Sebastian; Lerch, Alexander; Zölzer, Udo

The Tonalness Spectrum: Feature-Based Estimation of Tonal Components Proceedings Article

In: Proceedings of the 16th International Conference on Digital Audio Effects, Maynooth, 2013.

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2012

Lerch, Alexander

An Introduction to Audio Content Analysis: Applications in Signal Processing and Music Informatics Book

Wiley-IEEE Press, Hoboken, 2012, ISBN: 978-1-118-26682-3.

Abstract | Links | BibTeX | Tags: analysis, audio, audio signal processing, information, listening, machine, machine listening, music, music analysis, music information retrieval, processing, retrieval, signal

2011

Kirchhoff, Holger; Lerch, Alexander

Evaluation of Features for Audio-to-Audio Alignment Journal Article

In: Journal of New Music Research, vol. 40, no. 1, pp. 27–41, 2011.

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Lerch, Alexander

Software-gestützte Merkmalsextraktion für die musikalische Aufführungsanalyse Book Section

In: von Loesch, Heinz; Weinzierl, Stefan (Ed.): Gemessene Interpretation - Computergestützte Aufführungsanalyse im Kreuzverhör der Disziplinen, pp. 205–212, Schott, Mainz, 2011, ISBN: 978-3-7957-0771-2.

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Ness, Steven R; Lerch, Alexander; Tzanetakis, George

Strategies for Orca Call Retrieval to Support Collaborative Annotation of a Large Archive Proceedings Article

In: Proceedings of the International Workshop on Multimedia Signal Processing (MMSP), IEEE, Hangzhou, 2011, ISBN: 978-1-4577-1434-4.

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2010

Wiesener, Constantin; Flohrer, Tim; Lerch, Alexander; Weinzierl, Stefan

Adaptive Noise Reduction for Real-time Applications Proceedings Article

In: Proceedings of the 128th Audio Engineering Society Convention (Preprint #8048), Audio Engineering Society, London, 2010.

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2009

Lerch, Alexander

Software-Based Extraction of Objective Parameters from Music Performances Book

GRIN Verlag, München, 2009, ISBN: 978-3-640-29496-1.

Abstract | Links | BibTeX | Tags: analysis, audio, content, information, music, performance, retrieval

110 entries « 2 of 3 »

Music Informatics Group