Alexander Lerch

2025

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Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition.
Karn N. Watcharasupat|Yiwei Ding|T. Aleksandra Ma|Pavan Seshadri|Alexander Lerch
Advances in Information Retrieval - 47th European Conference on Information Retrieval, ECIR 2025, Lucca, Italy, April 6-10, 2025, Proceedings, Part II
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PianoVAM: A Multimodal Piano Performance Dataset.
Yonghyun Kim|Junhyung Park|Joonhyung Bae|Kirak Kim|Taegyun Kwon|Alexander Lerch|Juhan Nam
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems.
Karn N. Watcharasupat|Alexander Lerch
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Audio Embeddings as Teachers for Music Classification.
Yiwei Ding|Alexander Lerch
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

2022

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Representation Learning for the Automatic Indexing of Sound Effects Libraries.
Alison B. Ma|Alexander Lerch
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Evaluating Generative Audio Systems and Their Metrics.
Ashvala Vinay|Alexander Lerch
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

2021

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

2020

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An Interdisciplinary Review of Music Performance Analysis.
Alexander Lerch|Claire Arthur|Ashis Pati|Siddharth Gururani
Transactions of the International Society for Music Information Retrieval (TISMIR) 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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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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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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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
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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

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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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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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 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
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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

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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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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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