Alexander Lerch

113 papers A* 2C 3Misc 5Journal 60Unranked 41

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Survey on the Evaluation of Generative Models in Music. ACM Comput. Surv. Alexander Lerch, Claire Arthur, Nick Bryan-Kinns, Corey Ford, Qianyi Sun, Ashvala Vinay
2025	J	`jnl`	Audio-Based Pedestrian Detection in the Presence of Vehicular Noise. CoRR Yonghyun Kim, Chaeyeon Han, Akash Sarode, Noah Posner, Subhrajit Guhathakurta, Alexander Lerch
2025	J	`jnl`	Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings. CoRR Shimiao Liu, Alexander Lerch
2025	—	`conf`	PianoVAM: A Multimodal Piano Performance Dataset. ISMIR Yonghyun Kim, Junhyung Park, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2025	J	`jnl`	PianoVAM: A Multimodal Piano Performance Dataset. CoRR Yonghyun Kim, Junhyung Park, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2025	J	`jnl`	Separate This, and All of these Things Around It: Music Source Separation via Hyperellipsoidal Queries. CoRR Karn N. Watcharasupat, Alexander Lerch
2025	J	`jnl`	Survey on the Evaluation of Generative Models in Music. CoRR Alexander Lerch, Claire Arthur, Nick Bryan-Kinns, Corey Ford, Qianyi Sun, Ashvala Vinay
2025	J	`jnl`	Two Web Toolkits for Multimodal Piano Performance Dataset Acquisition and Fingering Annotation. CoRR Junhyung Park, Yonghyun Kim, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2025	—	`conf`	Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition. ECIR (2) Karn N. Watcharasupat, Yiwei Ding, T. Aleksandra Ma, Pavan Seshadri, Alexander Lerch
2025	J	`jnl`	Uncertainty Estimation in the Real World: A Study on Music Emotion Recognition. CoRR Karn N. Watcharasupat, Yiwei Ding, T. Aleksandra Ma, Pavan Seshadri, Alexander Lerch
2024	J	`jnl`	A Large-Scale Multiobjective Particle Swarm Optimizer With Enhanced Balance of Convergence and Diversity. IEEE Trans. Cybern. Dongyang Li, Lei Wang, Li Li, Weian Guo, Qidi Wu, Alexander Lerch
2024	—	`conf`	A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems. ISMIR Karn N. Watcharasupat, Alexander Lerch
2024	J	`jnl`	A Stem-Agnostic Single-Decoder System for Music Source Separation Beyond Four Stems. CoRR Karn N. Watcharasupat, Alexander Lerch
2024	Misc	`conf`	ASPED: An Audio Dataset for Detecting Pedestrians. ICASSP Pavan Seshadri, Chaeyeon Han, Bon-Woo Koo, Noah Posner, Subhrajit Guhathakurta, Alexander Lerch
2024	—	`conf`	Embedding Compression for Teacher-to-Student Knowledge Transfer. ICASSP Workshops Yiwei Ding, Alexander Lerch
2024	J	`jnl`	Embedding Compression for Teacher-to-Student Knowledge Transfer. CoRR Yiwei Ding, Alexander Lerch
2024	—	`conf`	Enhancing Video Music Recommendation with Transformer-Driven Audio-Visual Embeddings. IS2 Shimiao Liu, Alexander Lerch
2024	J	`jnl`	Music auto-tagging in the long tail: A few-shot approach. CoRR T. Aleksandra Ma, Alexander Lerch
2024	J	`jnl`	Parameter-Efficient Transfer Learning for Music Foundation Models. CoRR Yiwei Ding, Alexander Lerch
2024	Misc	`conf`	Quantifying Spatial Audio Quality Impairment. ICASSP Karn N. Watcharasupat, Alexander Lerch
2024	J	`jnl`	Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation. CoRR Yonghyun Kim, Alexander Lerch
2024	J	`jnl`	Understanding Pedestrian Movement Using Urban Sensing Technologies: The Promise of Audio-based Sensors. CoRR Chaeyeon Han, Pavan Seshadri, Yiwei Ding, Noah Posner, Bon-Woo Koo, Animesh Agrawal, Alexander Lerch, Subhrajit Guhathakurta
2024	J	`jnl`	Understanding pedestrian movement using urban sensing technologies: the promise of audio-based sensors. Urban Inform. Chaeyeon Han, Pavan Seshadri, Yiwei Ding, Noah Posner, Bon-Woo Koo, Animesh Agrawal, Alexander Lerch, Subhrajit Guhathakurta
2023	J	`jnl`	A Generalized Bandsplit Neural Network for Cinematic Audio Source Separation. CoRR Karn N. Watcharasupat, Chih-Wei Wu, Yiwei Ding, Iroro Orife, Aaron J. Hipple, Phillip A. Williams, Scott Kramer, Alexander Lerch, William Wolcott
2023	J	`jnl`	AQUATK: An Audio Quality Assessment Toolkit. CoRR Ashvala Vinay, Alexander Lerch
2023	J	`jnl`	ASPED: An Audio Dataset for Detecting Pedestrians. CoRR Pavan Seshadri, Chaeyeon Han, Bon-Woo Koo, Noah Posner, Subhrajit Guhathakurta, Alexander Lerch
2023	—	`conf`	Audio Embeddings as Teachers for Music Classification. ISMIR Yiwei Ding, Alexander Lerch
2023	J	`jnl`	Audio Embeddings as Teachers for Music Classification. CoRR Yiwei Ding, Alexander Lerch
2023	J	`jnl`	Evaluation of Spatial Distortion in Multichannel Audio. CoRR Karn N. Watcharasupat, Alexander Lerch
2023	Misc	`conf`	Low-Resource Music Genre Classification with Cross-Modal Neural Model Reprogramming. ICASSP Yun-Ning Hung, Chao-Han Huck Yang, Pin-Yu Chen, Alexander Lerch
2023	—	`conf`	MILC 2023: 3rd Workshop on Intelligent Music Interfaces for Listening and Creation. IUI Companion Peter Knees, Alexander Lerch
2023	—	`conf`	Music Instrument Classification Reprogrammed. MMM (1) Hsin-Hung Chen, Alexander Lerch
2022	J	`jnl`	A large TV dataset for speech and music activity detection. EURASIP J. Audio Speech Music. Process. Yun-Ning Hung, Chih-Wei Wu, Iroro Orife, Aaron Hipple, William Wolcott, Alexander Lerch
2022	J	`jnl`	Deep reinforcement learning for urban multi-taxis cruising strategy. Neural Comput. Appl. Weian Guo, Zhenyao Hua, Zecheng Kang, Dongyang Li, Lei Wang, Qidi Wu, Alexander Lerch
2022	—	`conf`	Evaluating Generative Audio Systems and Their Metrics. ISMIR Ashvala Vinay, Alexander Lerch
2022	J	`jnl`	Evaluating generative audio systems and their metrics. CoRR Ashvala Vinay, Alexander Lerch
2022	—	`conf`	Feature-informed Embedding Space Regularization For Audio Classification. EUSIPCO Yun-Ning Hung, Alexander Lerch
2022	J	`jnl`	Feature-informed Embedding Space Regularization For Audio Classification. CoRR Yun-Ning Hung, Alexander Lerch
2022	J	`jnl`	Latte: Cross-framework Python package for evaluation of latent-based generative models. Softw. Impacts Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch
2022	J	`jnl`	Low-Resource Music Genre Classification with Advanced Neural Model Reprogramming. CoRR Yun-Ning Hung, Chao-Han Huck Yang, Pin-Yu Chen, Alexander Lerch
2022	J	`jnl`	Music Instrument Classification Reprogrammed. CoRR Hsin-Hung Chen, Alexander Lerch
2022	—	`conf`	Representation Learning for the Automatic Indexing of Sound Effects Libraries. ISMIR Alison B. Ma, Alexander Lerch
2022	J	`jnl`	Representation Learning for the Automatic Indexing of Sound Effects Libraries. CoRR Alison B. Ma, Alexander Lerch
2022	J	`jnl`	Scream Detection in Heavy Metal Music. CoRR Vedant Kalbag, Alexander Lerch
2022	J	`jnl`	libACA, pyACA, and ACA-Code: Audio Content Analysis in 3 Languages. CoRR Alexander Lerch
2022	J	`jnl`	libACA, pyACA, and ACA-Code: Audio content analysis in 3 languages. Softw. Impacts Alexander Lerch
2021	J	`jnl`	An Interdisciplinary Review of Music Performance Analysis. CoRR Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani
2021	J	`jnl`	An adaptive particle swarm optimizer with decoupled exploration and exploitation for large scale optimization. Swarm Evol. Comput. Dongyang Li, Weian Guo, Alexander Lerch, Yongmei Li, Lei Wang, Qidi Wu
2021	J	`jnl`	Attribute-based regularization of latent spaces for variational auto-encoders. Neural Comput. Appl. Ashis Pati, Alexander Lerch
2021	J	`jnl`	Audio Content Analysis. CoRR Alexander Lerch
2021	J	`jnl`	Evaluation of Latent Space Disentanglement in the Presence of Interdependent Attributes. CoRR Karn N. Watcharasupat, Alexander Lerch
2021	—	`conf`	Improving Music Performance Assessment With Contrastive Learning. ISMIR Pavan Seshadri, Alexander Lerch
2021	J	`jnl`	Improving Music Performance Assessment with Contrastive Learning. CoRR Pavan Seshadri, Alexander Lerch
2021	—	`conf`	Is Disentanglement enough? On Latent Representations for Controllable Music Generation. ISMIR Ashis Pati, Alexander Lerch
2021	J	`jnl`	Is Disentanglement enough? On Latent Representations for Controllable Music Generation. CoRR Ashis Pati, Alexander Lerch
2021	J	`jnl`	Latte: Cross-framework Python Package for Evaluation of Latent-Based Generative Models. CoRR Karn N. Watcharasupat, Junyoung Lee, Alexander Lerch
2021	Misc	`conf`	Mind the Beat: Detecting Audio Onsets from EEG Recordings of Music Listening. ICASSP Ashvala Vinay, Alexander Lerch, Grace Leslie
2021	J	`jnl`	Mind the beat: detecting audio onsets from EEG recordings of music listening. CoRR Ashvala Vinay, Alexander Lerch, Grace Leslie
2021	—	`ed.`	Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021 ISMIR Jin Ha Lee, Alexander Lerch, Zhiyao Duan, Juhan Nam, Preeti Rao, Peter van Kranenburg, Ajay Srinivasamurthy
2021	C	`conf`	Semi-Supervised Audio Classification with Partially Labeled Data. ISM Siddharth Gururani, Alexander Lerch
2021	J	`jnl`	Semi-Supervised Audio Classification with Partially Labeled Data. CoRR Siddharth Gururani, Alexander Lerch
2020	J	`jnl`	An Interdisciplinary Review of Music Performance Analysis. Trans. Int. Soc. Music. Inf. Retr. Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani
2020	J	`jnl`	Attribute-based Regularization of VAE Latent Spaces. CoRR Ashis Pati, Alexander Lerch
2020	C	`conf`	Melody-Conditioned Lyrics Generation with SeqGANs. ISM Yihao Chen, Alexander Lerch
2020	J	`jnl`	Melody-Conditioned Lyrics Generation with SeqGANs. CoRR Yihao Chen, Alexander Lerch
2020	—	`conf`	Multitask Learning for Instrument Activation Aware Music Source Separation. ISMIR Yun-Ning Hung, Alexander Lerch
2020	J	`jnl`	Multitask learning for instrument activation aware music source separation. CoRR Yun-Ning Hung, Alexander Lerch
2020	J	`jnl`	On the evaluation of generative models in music. Neural Comput. Appl. Li-Chia Yang, Alexander Lerch
2020	C	`conf`	Remixing Music with Visual Conditioning. ISM Li-Chia Yang, Alexander Lerch
2020	J	`jnl`	Remixing Music with Visual Conditioning. CoRR Li-Chia Yang, Alexander Lerch
2020	—	`conf`	Score-informed Networks for Music Performance Assessment. ISMIR Jiawen Huang, Yun-Ning Hung, Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch
2020	J	`jnl`	Score-informed Networks for Music Performance Assessment. CoRR Jiawen Huang, Yun-Ning Hung, Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch
2020	J	`jnl`	Visual Attention for Musical Instrument Recognition. CoRR Karn Watcharasupat, Siddharth Gururani, Alexander Lerch
2020	—	`conf`	dMelodies: A Music Dataset for Disentanglement Learning. ISMIR Ashis Pati, Siddharth Kumar Gururani, Alexander Lerch
2020	J	`jnl`	dMelodies: A Music Dataset for Disentanglement Learning. CoRR Ashis Pati, Siddharth Gururani, Alexander Lerch
2019	—	`conf`	An Attention Mechanism for Musical Instrument Recognition. ISMIR Siddharth Gururani, Mohit Sharma, Alexander Lerch
2019	J	`jnl`	An Attention Mechanism for Musical Instrument Recognition. CoRR Siddharth Gururani, Mohit Sharma, Alexander Lerch
2019	—	`conf`	Automatic Assessment of Sight-reading Exercises. ISMIR Jiawen Huang, Alexander Lerch
2019	J	`jnl`	Evaluation of Feature Learning Methods for Voice Disorder Detection. Int. J. Semantic Comput. Hongzhao Guan, Alexander Lerch
2019	J	`jnl`	Explicitly Conditioned Melody Generation: A Case Study with Interdependent RNNs. CoRR Benjamin Genchel, Ashis Pati, Alexander Lerch
2019	—	`conf`	Learning Strategies for Voice Disorder Detection. ICSC Hongzhao Guan, Alexander Lerch
2019	—	`conf`	Learning to Traverse Latent Spaces for Musical Score Inpainting. ISMIR Ashis Pati, Alexander Lerch, Gaëtan Hadjeres
2019	J	`jnl`	Learning to Traverse Latent Spaces for Musical Score Inpainting. CoRR Ashis Pati, Alexander Lerch, Gaëtan Hadjeres
2019	—	`conf`	Music Performance Analysis: A Survey. ISMIR Alexander Lerch, Claire Arthur, Ashis Pati, Siddharth Gururani
2019	J	`jnl`	Music Performance Analysis: A Survey. CoRR Alexander Lerch, Claire Arthur, Kumar Ashis Pati, Siddharth Gururani
2019	Misc	`conf`	Tuning Frequency Dependency in Music Classification. ICASSP Yi Qin, Alexander Lerch
2018	J	`jnl`	A Review of Automatic Drum Transcription. IEEE ACM Trans. Audio Speech Lang. Process. Chih-Wei Wu, Christian Dittmar, Carl Southall, Richard Vogl, Gerhard Widmer, Jason Hockman, Meinard Müller, Alexander Lerch
2018	J	`jnl`	Assessment of Percussive Music Performances with Feature Learning. Int. J. Semantic Comput. Chih-Wei Wu, Alexander Lerch
2018	—	`conf`	Concert Stitch: Organization and Synchronization of Crowd Sourced Recordings. ISMIR Vinod Subramanian, Alexander Lerch
2018	—	`conf`	From Labeled to Unlabeled Data - On the Data Challenge in Automatic Drum Transcription. ISMIR Chih-Wei Wu, Alexander Lerch
2018	—	`conf`	Instrument Activity Detection in Polyphonic Music using Deep Neural Networks. ISMIR Siddharth Gururani, Cameron Summers, Alexander Lerch
2018	—	`conf`	Learned Features for the Assessment of Percussive Music Performances. ICSC Chih-Wei Wu, Alexander Lerch
2018	—	`conf`	Live Repurposing of Sounds: MIR Explorations with Personal and Crowdsourced Databases. NIME Anna Xambó, Gerard Roma, Alexander Lerch, Mathieu Barthet, György Fazekas
2018	J	`jnl`	Music Information Retrieval in Live Coding: A Theoretical Framework. Comput. Music. J. Anna Xambó, Alexander Lerch, Jason Freeman
2017	—	`conf`	A Dataset and Method for Guitar Solo Detection in Rock Music. Semantic Audio Kumar Ashis Pati, Alexander Lerch
2017	—	`conf`	Automatic Drum Transcription Using the Student-Teacher Learning Paradigm with Unlabeled Music Data. ISMIR Chih-Wei Wu, Alexander Lerch
2017	—	`conf`	Automatic Sample Detection in Polyphonic Music. ISMIR Siddharth Gururani, Alexander Lerch
2017	A*	`conf`	Learning to Fuse Music Genres with Generative Adversarial Dual Learning. ICDM Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu
2017	J	`jnl`	Learning to Fuse Music Genres with Generative Adversarial Dual Learning. CoRR Zhiqian Chen, Chih-Wei Wu, Yen-Cheng Lu, Alexander Lerch, Chang-Tien Lu
2017	—	`conf`	Objective Descriptors for the Assessment of Student Music Performances. Semantic Audio Amruta Vidwans, Siddharth Gururani, Chih-Wei Wu, Vinod Subramanian, Rupak Swaminathan, Alexander Lerch
2016	A*	`conf`	An Unsupervised Approach to Anomaly Detection in Music Datasets. SIGIR Yen-Cheng Lu, Chih-Wei Wu, Chang-Tien Lu, Alexander Lerch
2016	—	`conf`	Automatic Outlier Detection in Music Genre Datasets. ISMIR Yen-Cheng Lu, Chih-Wei Wu, Alexander Lerch, Chang-Tien Lu
2016	—	`conf`	Automatic Practice Logging: Introduction, Dataset & Preliminary Study. ISMIR R. Michael Winters, Siddharth Gururani, Alexander Lerch
2016	—	`conf`	On Drum Playing Technique Detection in Polyphonic Mixtures. ISMIR Chih-Wei Wu, Alexander Lerch
2015	—	`conf`	Beat Histogram Features from NMF-Based Novelty Functions for Music Classification. ISMIR Athanasios Lykartsis, Chih-Wei Wu, Alexander Lerch
2015	—	`conf`	Chord Detection Using Deep Learning. ISMIR Xinquan Zhou, Alexander Lerch
2015	—	`conf`	Drum Transcription Using Partially Fixed Non-Negative Matrix Factorization with Template Adaptation. ISMIR Chih-Wei Wu, Alexander Lerch
2015	—	`conf`	Drum transcription using partially fixed non-negative matrix factorization. EUSIPCO Chih-Wei Wu, Alexander Lerch
2015	—	`conf`	Genre-specific Key Profiles. ICMC Cian O'Brien, Alexander Lerch
2015	—	`conf`	On the perceptual relevance of objective source separation measures for singing voice separation. WASPAA Udit Gupta, Elliot Moore II, Alexander Lerch
2014	—	`conf`	CMMSD: A Data Set for Note-Level Segmentation of Monophonic Music. Semantic Audio Henrik von Coler, Alexander Lerch
2008	—	`—`	Software based extraction of objective parameters from music performances. Alexander Lerch
2006	—	`conf`	On the Requirement of Automatic Tuning Frequency Estimation. ISMIR Alexander Lerch