Alexander Lerch

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Chih-Wei WuAudio Algorithms, Netflix, IncVerified email at netflix.com
Siddharth GururaniNVIDIA ResearchVerified email at nvidia.com
Ashis PatiAppleVerified email at apple.com
Yun-Ning (Amy) HungMusic.AI (Moises)Verified email at moises.ai
Juan José BurredIndependent researcherVerified email at jjburred.com
Li-Chia YangBose CorporationVerified email at bose.com
DONGYANG LITongji UniversityVerified email at tongji.edu.cn
Karn N. WatcharasupatMusic Informatics Group, Georgia Institute of TechnologyVerified email at gatech.edu
Jason HockmanReader, School of Digital Arts (SODA), Manchester Metropolitan UniversityVerified email at mmu.ac.uk
Carl SouthallPhD student, Birmingham City UniversityVerified email at bcu.ac.uk
Anna XambóSenior Lecturer, Queen Mary University of LondonVerified email at qmul.ac.uk
Claire ArthurGeorgia Institute of TechnologyVerified email at gatech.edu
Ashvala VinayGeorgia Institute of TechnologyVerified email at gatech.edu
Athanasios LykartsisAudio Communication Group, Technische Universität BerlinVerified email at tu-berlin.de
Chang-Tien Lu, IEEE FellowComputer Science, Virginia TechVerified email at vt.edu
Amruta VidwansMachine Learning Engineer, SpotifyVerified email at wisc.edu
Meinard MüllerInternational Audio Laboratories Erlangen, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)Verified email at audiolabs-erlangen.de
Gerhard WidmerProfessor of Computer Science, Johannes Kepler University LinzVerified email at jku.at
Richard VoglFaculty of Informatics, TU WienVerified email at tuwien.ac.at
Jason FreemanProfessor, School of Music, Georgia TechVerified email at gatech.edu

Alexander Lerch

Music Informatics Group, Georgia Institute of Technology

Verified email at gatech.edu - Homepage

audio content analysis music information retrieval semantic audio audio signal processing music generation


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
An Introduction to Audio Content Analysis: Music Information Retrieval Tasks and Applications A Lerch Wiley/IEEE Press, ISBN: 978-1-119-89094-2, 2023	480	2023
A Hierarchical Approach to Automatic Musical Genre Classification JJ Burred, A Lerch Proceedings of the 6th International Conference on Digital Audio Effects (DAFx), 2003	219	2003
On the Evaluation of Generative Models in Music LC Yang, A Lerch Neural Computing and Applications, 2020	215	2020
Hierarchical Automatic Audio Signal Classification JJ Burred, A Lerch Journal of the Audio Engineering Society 52 (7-8), 724-739, 2004	134	2004
A Review of Automatic Drum Transcription CW Wu, C Dittmar, C Southall, R Vogl, G Widmer, J Hockman, M Müller, ... IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (9), 1457 …, 2018	105	2018
Chord Detection Using Deep Learning X Zhou, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2015	94	2015
An Adaptive Particle Swarm Optimizer with Decoupled Exploration and Exploitation for Large Scale Optimization D Li, W Guo, A Lerch, Y Li, L Wang, Q Wu Swarm and Evolutionary Computation 60, 100789, 2021	82	2021
Learning to Traverse Latent Spaces for Musical Score Inpainting A Pati, A Lerch, G Hadjeres Proceedings of the International Society for Music Information Retrieval …, 2019	73	2019
An Attention Mechanism for Musical Instrument Recognition S Gururani, M Sharma, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2019	66	2019
EAQUAL–Evaluation of Audio QUALity A Lerch Software repository, 2002	63*	2002
Instrument Activity Detection in Polyphonic Music Using Deep Neural Networks S Gururani, C Summers, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2018	62	2018
Assessment of Student Music Performances Using Deep Neural Networks KA Pati, S Gururani, A Lerch Applied Sciences 8 (4), 507, 2018	57	2018
Music Performance Analysis: A Survey A Lerch, C Arthur, A Pati, S Gururani Proceedings of the International Society for Music Information Retrieval …, 2019	51	2019
An Interdisciplinary Review of Music Performance Analysis A Lerch, C Arthur, A Pati, S Gururani Transactions of the International Society for Music Information Retrieval 3 (1), 2020	48	2020
Attribute-based Regularization of Latent Spaces for Variational Auto-Encoders A Pati, A Lerch Neural Computing and Applications, 2020	48	2020
Drum Transcription using Partially Fixed Non-Negative Matrix Factorization With Template Adaptation CW Wu, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2015	47	2015
Software-based Extraction of Objective Parameters from Music Performances A Lerch GRIN Verlag, 2009	43	2009
Objective Descriptors for the Assessment of Student Music Performances A Vidwans, S Gururani, CW Wu, V Subramanian, RV Swaminathan, ... Audio Engineering Society Conference: 2017 AES International Conference on …, 2017	34	2017
Melody-Conditioned Lyrics Generation with SeqGANs Y Chen, A Lerch Proceedings of the IEEE International Symposium on Multimedia (ISM), 2020	33	2020
MDB Drums - An Annotated Subset of MedleyDB for Automatic Drum Transcription C Southall, CW Wu, A Lerch, J Hockman Late Breaking Demo (Extended Abstract), International Society for Music …, 2017	31	2017

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