Hanna M. Lukashevich

35 papers A 1C 2Misc 1Journal 2Unranked 28

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Federated Semi-supervised Learning for Industrial Sound Analysis and Keyword Spotting. ICASSP Workshops Sascha Grollmisch, Thomas Köllmer, Artem Yaroshchuk, Hanna M. Lukashevich
2023	—	`conf`	How reliable are posterior class probabilities in automatic music classification? Audio Mostly Conference Hanna M. Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober, Joachim Bös
2023	—	`conf`	Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch. EUSIPCO Sascha Grollmisch, Estefanía Cano, Hanna M. Lukashevich, Jakob Abeßer
2022	—	`conf`	Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation. ISMIR Franca Bittner, Marcel Gonzalez, Maike L. Richter, Hanna M. Lukashevich, Jakob Abeßer
2021	—	`conf`	DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. EUSIPCO David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
2021	J	`jnl`	DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. CoRR David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
2021	J	`jnl`	Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity. CoRR Sebastian Ribecky, Jakob Abeßer, Hanna M. Lukashevich
2021	—	`conf`	SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper. SAMOS Patrick Aichroth, Christoph Antes, Pierre Gembatzka, Holger Graf, David S. Johnson, Matthias Jung, Thomas Kämpfe, Thomas Kleinberger, Thomas Köllmer, Thomas Kuhn, Christoph Kutter, Jens Krüger, Dominik Marek Loroch, Hanna M. Lukashevich, Nellie Laleni, Lei Zhang, Johannes Leugering, Rodrigo Martín Fernández, Loreto Mateu, Shaown Mojumder, Benjamin Prautsch, Ferdinand Pscheidl, Karsten Roscher, Sören Schneickert, Frank Vanselow, Paul Wallbott, Oliver Walter, Nico Weber
2020	—	`conf`	A study on spoken language identification using deep neural networks. Audio Mostly Conference Alexandra Draghici, Jakob Abeßer, Hanna M. Lukashevich
2019	C	`conf`	Selective Hearing: A Machine Listening Perspective. MMSP Estefanía Cano, Hanna M. Lukashevich
2019	—	`conf`	Sounding Industry: Challenges and Datasets for Industrial Sound Analysis. EUSIPCO Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau, Hanna M. Lukashevich
2019	—	`conf`	Urban Noise Monitoring in the Stadtlärm Project - A Field Report. DCASE Jakob Abeßer, Marco Götze, Tobias Clauß, Dominik Zapf, Christian Kühn, Hanna M. Lukashevich, Stephanie Kühnlenz, Stylianos I. Mimilakis
2018	—	`conf`	A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments. FiCloud Jakob Abeßer, Marco Götze, Stephanie Kühnlenz, Robert Gräfe, Christian Kühn, Tobias Clauß, Hanna M. Lukashevich
2017	—	`conf`	Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks. DCASE Jakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe, Hanna M. Lukashevich
2017	—	`conf`	Automatic speech/music discrimination for broadcast signals. GI-Jahrestagung Anna M. Kruspe, Dominik Zapf, Hanna M. Lukashevich
2017	—	`conf`	Soundslike. GI-Jahrestagung Sascha Grollmisch, Hanna M. Lukashevich
2014	—	`conf`	A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio. Semantic Audio Christof Weiß, Estefanía Cano, Hanna M. Lukashevich
2013	—	`conf`	A Multiple-Expert Framework for Instrument Recognition. CMMR Mikus J. Grasis, Jakob Abeßer, Christian Dittmar, Hanna M. Lukashevich
2012	—	`conf`	Confidence Measures in Automatic Music Classification. GfKl Hanna M. Lukashevich
2011	—	`conf`	Artist filtering for non-western music classification. Audio Mostly Conference Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer
2011	—	`conf`	Automatic Classification of Musical Pieces into Global Cultural Areas. Semantic Audio Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer, Holger Großmann, Christian Dittmar
2010	—	`conf`	Applying Multiple Kernel Learning to Automatic Genre Classification. GfKl Hanna M. Lukashevich
2010	—	`conf`	Bass Playing Style Detection Based on High-level Features and Pattern Similarity. ISMIR Jakob Abeßer, Paul Bräuer, Hanna M. Lukashevich, Gerald Schuller
2010	C	`conf`	Feature Selection in Clustering with Constraints: Application to Active Exploration of Music Collections. ICMLA Pedro Mercado, Hanna M. Lukashevich
2010	Misc	`conf`	Feature-based extraction of plucking and expression styles of the electric bass guitar. ICASSP Jakob Abeßer, Hanna M. Lukashevich, Gerald Schuller
2010	—	`conf`	Performance measures for multilabel evaluation: a case study in the area of image classification. Multimedia Information Retrieval Stefanie Nowak, Hanna M. Lukashevich, Peter Dunker, Stefan M. Rüger
2010	—	`conf`	Songs2See and GlobalMusic2One: Two Applied Research Projects in Music Information Retrieval at Fraunhofer IDMT. CMMR Christian Dittmar, Holger Großmann, Estefanía Cano, Sascha Grollmisch, Hanna M. Lukashevich, Jakob Abeßer
2009	—	`conf`	From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification. ISMIR Hanna M. Lukashevich, Jakob Abeßer, Christian Dittmar, Holger Großmann
2009	—	`conf`	Genre Classification Using Bass-Related High-Level Features and Playing Styles. ISMIR Jakob Abeßer, Hanna M. Lukashevich, Christian Dittmar, Gerald Schuller
2009	—	`ch.`	Music Search and Recommendation. Handbook of Multimedia for Digital Entertainment and Arts Karlheinz Brandenburg, Christian Dittmar, Matthias Gruhne, Jakob Abeßer, Hanna M. Lukashevich, Peter Dunker, Daniel Gärtner, Kay Wolter, Holger Grossmann
2009	A	`conf`	Using one-class SVM outliers detection for verification of collaboratively tagged image training sets. ICME Hanna M. Lukashevich, Stefanie Nowak, Peter Dunker
2008	—	`conf`	Applying Statistical Models and Parametric Distance Measures for Music Similarity Search. GfKl Hanna M. Lukashevich, Christian Dittmar, Christoph Bastuck
2008	—	`conf`	Towards Quantitative Measures of Evaluating Song Segmentation. ISMIR Hanna M. Lukashevich
2004	—	`conf`	Audio Documents Analysis And Indexing: Entropy and Dynamism Criteria. RIAO Liming Chen, Evgeny I. Bovbel, Hanna M. Lukashevich, Denis L. Mitrofanov
2003	—	`conf`	Entropy and Dynamism Criteria for Speech and Audio Classification Applications. TSD Igor E. Kheidorov, Hanna M. Lukashevich, Denis L. Mitrofanov