Hanna M. Lukashevich

According to our database, Hanna M. Lukashevich authored at least 33 papers between 2003 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch.

Sascha Grollmisch, Estefanía Cano, Hanna M. Lukashevich, Jakob Abeßer

Proceedings of the 31st European Signal Processing Conference, 2023

How reliable are posterior class probabilities in automatic music classification?

Hanna M. Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober, Joachim Bös

Proceedings of the 18th International Audio Mostly Conference, 2023

2022

Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation.

Franca Bittner, Marcel Gonzalez, Maike L. Richter, Hanna M. Lukashevich, Jakob Abeßer

Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022

2021

Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity.

Sebastian Ribecky, Jakob Abeßer, Hanna M. Lukashevich

CoRR, 2021

SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper.

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

Proceedings of the Embedded Computer Systems: Architectures, Modeling, and Simulation, 2021

DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection.

David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich

Proceedings of the 29th European Signal Processing Conference, 2021

2020

A study on spoken language identification using deep neural networks.

Alexandra Draghici, Jakob Abeßer, Hanna M. Lukashevich

Proceedings of the AM'20, 15th International Audio Mostly Conference, Graz, 2020

2019

Selective Hearing: A Machine Listening Perspective.

Estefanía Cano, Hanna M. Lukashevich

Proceedings of the 21st IEEE International Workshop on Multimedia Signal Processing, 2019

Sounding Industry: Challenges and Datasets for Industrial Sound Analysis.

Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau, Hanna M. Lukashevich

Proceedings of the 27th European Signal Processing Conference, 2019

Urban Noise Monitoring in the Stadtlärm Project - A Field Report.

Jakob Abeßer, Marco Götze, Tobias Clauß, Dominik Zapf, Christian Kühn, Hanna M. Lukashevich, Stephanie Kühnlenz, Stylianos I. Mimilakis

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events 2019 (DCASE 2019), 2019

2018

A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments.

Jakob Abeßer, Marco Götze, Stephanie Kühnlenz, Robert Gräfe, Christian Kühn, Tobias Clauß, Hanna M. Lukashevich

Proceedings of the 6th IEEE International Conference on Future Internet of Things and Cloud, 2018

2017

Automatic speech/music discrimination for broadcast signals.

Anna M. Kruspe, Dominik Zapf, Hanna M. Lukashevich

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Soundslike.

Sascha Grollmisch, Hanna M. Lukashevich

Proceedings of the 47. Jahrestagung der Gesellschaft für Informatik, 2017

Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks.

Jakob Abeßer, Stylianos Ioannis Mimilakis, Robert Gräfe, Hanna M. Lukashevich

Proceedings of the Workshop on Detection and Classification of Acoustic Scenes and Events, 2017

2014

A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio.

Christof Weiß, Estefanía Cano, Hanna M. Lukashevich

Proceedings of the AES International Conference on Semantic Audio 2014, 2014

2013

A Multiple-Expert Framework for Instrument Recognition.

Mikus J. Grasis, Jakob Abeßer, Christian Dittmar, Hanna M. Lukashevich

Proceedings of the Sound, Music, and Motion - 10th International Symposium, 2013

2012

Confidence Measures in Automatic Music Classification.

Hanna M. Lukashevich

Proceedings of the Data Analysis, Machine Learning and Knowledge Discovery, 2012

2011

Automatic Classification of Musical Pieces into Global Cultural Areas.

Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer, Holger Großmann, Christian Dittmar

Proceedings of the AES International Conference Semantic Audio 2011, 2011

Artist filtering for non-western music classification.

Anna M. Kruspe, Hanna M. Lukashevich, Jakob Abeßer

Proceedings of the AM '11, 2011

2010

Performance measures for multilabel evaluation: a case study in the area of image classification.

Stefanie Nowak, Hanna M. Lukashevich, Peter Dunker, Stefan M. Rüger

Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010

Bass Playing Style Detection Based on High-level Features and Pattern Similarity.

Jakob Abeßer, Paul Bräuer, Hanna M. Lukashevich, Gerald Schuller

Proceedings of the 11th International Society for Music Information Retrieval Conference, 2010

Feature Selection in Clustering with Constraints: Application to Active Exploration of Music Collections.

Pedro Mercado, Hanna M. Lukashevich

Proceedings of the Ninth International Conference on Machine Learning and Applications, 2010

Feature-based extraction of plucking and expression styles of the electric bass guitar.

Jakob Abeßer, Hanna M. Lukashevich, Gerald Schuller

Proceedings of the IEEE International Conference on Acoustics, 2010

Applying Multiple Kernel Learning to Automatic Genre Classification.

Hanna M. Lukashevich

Proceedings of the Challenges at the Interface of Data Analysis, Computer Science, and Optimization - Proceedings of the 34th Annual Conference of the Gesellschaft für Klassifikation e. V., Karlsruhe, July 21, 2010

Songs2See and GlobalMusic2One: Two Applied Research Projects in Music Information Retrieval at Fraunhofer IDMT.

Christian Dittmar, Holger Großmann, Estefanía Cano, Sascha Grollmisch, Hanna M. Lukashevich, Jakob Abeßer

Proceedings of the Exploring Music Contents - 7th International Symposium, 2010

2009

From Multi-Labeling to Multi-Domain-Labeling: A Novel Two-Dimensional Approach to Music Genre Classification.

Hanna M. Lukashevich, Jakob Abeßer, Christian Dittmar, Holger Großmann

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Genre Classification Using Bass-Related High-Level Features and Playing Styles.

Jakob Abeßer, Hanna M. Lukashevich, Christian Dittmar, Gerald Schuller

Proceedings of the 10th International Society for Music Information Retrieval Conference, 2009

Using one-class SVM outliers detection for verification of collaboratively tagged image training sets.

Hanna M. Lukashevich, Stefanie Nowak, Peter Dunker

Proceedings of the 2009 IEEE International Conference on Multimedia and Expo, 2009

Music Search and Recommendation.

Karlheinz Brandenburg, Christian Dittmar, Matthias Gruhne, Jakob Abeßer, Hanna M. Lukashevich, Peter Dunker, Daniel Gärtner, Kay Wolter, Holger Grossmann

Proceedings of the Handbook of Multimedia for Digital Entertainment and Arts, 2009

2008

Towards Quantitative Measures of Evaluating Song Segmentation.

Hanna M. Lukashevich

Proceedings of the ISMIR 2008, 2008

Applying Statistical Models and Parametric Distance Measures for Music Similarity Search.

Hanna M. Lukashevich, Christian Dittmar, Christoph Bastuck

Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

2004

Audio Documents Analysis And Indexing: Entropy and Dynamism Criteria.

Liming Chen, Evgeny I. Bovbel, Hanna M. Lukashevich, Denis L. Mitrofanov

Proceedings of the Computer-Assisted Information Retrieval (Recherche d'Information et ses Applications), 2004

2003

Entropy and Dynamism Criteria for Speech and Audio Classification Applications.

Igor E. Kheidorov, Hanna M. Lukashevich, Denis L. Mitrofanov

Proceedings of the Text, Speech and Dialogue, 6th International Conference, 2003