Alexander Lerch

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Siddharth GururaniNVIDIA ResearchVerified email at nvidia.com
Chih-Wei WuAudio Algorithms, Netflix, IncVerified email at netflix.com
Ashis PatiAppleVerified email at apple.com
Juan José BurredIndependent researcherVerified email at jjburred.com
Jason HockmanAssociate Professor, Birmingham City UniversityVerified email at bcu.ac.uk
Carl SouthallPhD student, Birmingham City UniversityVerified email at bcu.ac.uk
Li-Chia YangBose CorporationVerified email at gatech.edu
Anna XambóSenior Lecturer, De Montfort UniversityVerified email at dmu.ac.uk
Athanasios LykartsisAudio Communication Group, Technische Universität BerlinVerified email at tu-berlin.de
Chang-Tien LuComputer Science, Virginia TechVerified email at vt.edu
Yun-Ning HungGeorgia Institute of TechnologyVerified email at gatech.edu
Amruta VidwansResearch Specialist, UW-MadisonVerified email at wisc.edu
Rupak Vignesh SwaminathanAmazon Alexa SpeechVerified email at gatech.edu
Claire ArthurGeorgia Institute of TechnologyVerified email at gatech.edu
Meinard MüllerFriedrich-Alexander Universität Erlangen-Nürnberg (FAU), International Audio Laboratories ErlangenVerified 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
DONGYANG LITongji UniversityVerified email at tongji.edu.cn
Jason FreemanProfessor, School of Music, Georgia TechVerified email at gatech.edu
Vinod SubramanianPhD student, Queen Mary UniversityVerified email at qmul.ac.uk

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: Applications in Signal Processing and Music Informatics A Lerch Wiley/IEEE Press, ISBN: 978-1-1182-6682-3, 2012	359	2012
A Hierarchical Approach to Automatic Musical Genre Classification JJ Burred, A Lerch Proceedings of the 6th International Conference on Digital Audio Effects (DAFx), 2003	195	2003
Hierarchical Automatic Audio Signal Classification JJ Burred, A Lerch Journal of the Audio Engineering Society 52 (7-8), 724-739, 2004	119	2004
On the Evaluation of Generative Models in Music LC Yang, A Lerch Neural Computing and Applications, 2020	75	2020
Chord Detection Using Deep Learning X Zhou, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2015	75	2015
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	62	2018
Drum Transcription using Partially Fixed Non-Negative Matrix Factorization CW Wu, A Lerch Proceedings of the European Signal Processing Conference (EUSIPCO), 2015	55	2015
EAQUAL–Evaluation of Audio QUALity A Lerch Software repository, 2002	46*	2002
Software-based Extraction of Objective Parameters from Music Performances A Lerch GRIN Verlag, 2009	39	2009
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	36	2018
An Attention Mechanism for Musical Instrument Recognition S Gururani, M Sharma, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2019	34	2019
Assessment of Student Music Performances Using Deep Neural Networks KA Pati, S Gururani, A Lerch Applied Sciences 8 (4), 507, 2018	32	2018
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	30	2019
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	26	2021
Automatic Drum Transcription using the Student-Teacher Learning Paradigm with Unlabeled Music Data CW Wu, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2017	25	2017
Music Performance Analysis: A Survey A Lerch, C Arthur, A Pati, S Gururani Proceedings of the International Society for Music Information Retrieval …, 2019	24	2019
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	24	2017
Towards the Objective Assessment of Music Performances CW Wu, S Gururani, C Laguna, A Pati, A Vidwans, A Lerch Proceedings of the International Conference on Music Perception and …, 2016	22	2016
On Drum Playing Technique Detection in Polyphonic Mixtures CW Wu, A Lerch Proceedings of the International Society for Music Information Retrieval …, 2016	22	2016
Evaluation of Features for Audio-to-Audio Alignment H Kirchhoff, A Lerch Journal of New Music Research 40 (1), 27-41, 2011	22	2011

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