2021

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Improving Music Performance Assessment With Contrastive Learning
Pavan Seshadri | Alexander Lerch
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Is Disentanglement enough? On Latent Representations for Controllable Music Generation
Ashis Pati | Alexander Lerch
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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An Interdisciplinary Review of Music Performance Analysis
Alexander Lerch | Claire Arthur | Ashis Pati | Siddharth Gururani
2020 Volume 3 Issue 1

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Score-informed Networks for Music Performance Assessment
Jiawen Huang | Yun-Ning Hung | Ashis Pati | Siddharth Kumar Gururani | Alexander Lerch
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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Multitask Learning for Instrument Activation Aware Music Source Separation
Yun-Ning Hung | Alexander Lerch
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

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dMelodies: A Music Dataset for Disentanglement Learning
Ashis Pati | Siddharth Kumar Gururani | Alexander Lerch
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Automatic Assessment of Sight-reading Exercises
Jiawen Huang | Alexander Lerch
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Learning to Traverse Latent Spaces for Musical Score Inpainting
Ashis Pati | Alexander Lerch | Gaëtan Hadjeres
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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An Attention Mechanism for Musical Instrument Recognition
Siddharth Gururani | Mohit Sharma | Alexander Lerch
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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Music Performance Analysis: A Survey
Alexander Lerch | Claire Arthur | Ashis Pati | Siddharth Gururani
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Concert Stitch: Organization and Synchronization of Crowd Sourced Recordings
Vinod Subramanian | Alexander Lerch
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Instrument Activity Detection in Polyphonic Music using Deep Neural Networks
Siddharth Gururani | Cameron Summers | Alexander Lerch
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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From Labeled to Unlabeled Data - On the Data Challenge in Automatic Drum Transcription
Chih-Wei Wu | Alexander Lerch
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data
Chih-Wei Wu | Alexander Lerch
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

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Automatic Sample Detection in Polyphonic Music
Siddharth Gururani | Alexander Lerch
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Automatic Practice Logging: Introduction, Dataset & Preliminary Study
R. Michael Winters | Siddharth Gururani | Alexander Lerch
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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On Drum Playing Technique Detection in Polyphonic Mixtures
Chih-Wei Wu | Alexander Lerch
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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Automatic Outlier Detection in Music Genre Datasets
Yen-Cheng Lu | Chih-Wei Wu | Alexander Lerch | Chang-Tien Lu
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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An Unsupervised Approach to Anomaly Detection in Music Datasets
Yen-Cheng Lu | Chih-Wei Wu | Chang-Tien Lu | Alexander Lerch
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, SIGIR 2016, Pisa, Italy, July 17-21, 2016

2015

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Beat Histogram Features from NMF-Based Novelty Functions for Music Classification
Athanasios Lykartsis | Chih-Wei Wu | Alexander Lerch
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Drum Transcription Using Partially Fixed Non-Negative Matrix Factorization with Template Adaptation
Chih-Wei Wu | Alexander Lerch
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

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Chord Detection Using Deep Learning
Xinquan Zhou | Alexander Lerch
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2006

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On the Requirement of Automatic Tuning Frequency Estimation
Alexander Lerch
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

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