Entropy and Dynamism Criteria for Speech and Audio Classification Applications. - Igor E. Kheidorov; Hanna M. Lukashevich; Denis L. Mitrofanov (TSD, 2003)

Audio Documents Analysis And Indexing: Entropy and Dynamism Criteria. - Liming Chen 002; Evgeny I. Bovbel; Hanna M. Lukashevich; Denis L. Mitrofanov (RIAO, 2004)

Applying Statistical Models and Parametric Distance Measures for Music Similarity Search. - Hanna M. Lukashevich; Christian Dittmar; Christoph Bastuck (GfKl, 2008)

Towards Quantitative Measures of Evaluating Song Segmentation. - Hanna M. Lukashevich (ISMIR, 2008)

Music Search and Recommendation. - Karlheinz Brandenburg; Christian Dittmar; Matthias Gruhne; Jakob Abeßer; Hanna M. Lukashevich; Peter Dunker; Daniel Gärtner; Kay Wolter; Holger Grossmann (Handbook of Multimedia for Digital Entertainment and Arts, 2009)

Using one-class SVM outliers detection for verification of collaboratively tagged image training sets. - Hanna M. Lukashevich; Stefanie Nowak; Peter Dunker (ICME, 2009)

Genre Classification Using Bass-Related High-Level Features and Playing Styles. - Jakob Abeßer; Hanna M. Lukashevich; Christian Dittmar; Gerald Schuller (ISMIR, 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 (ISMIR, 2009)

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 (CMMR, 2010)

Applying Multiple Kernel Learning to Automatic Genre Classification. - Hanna M. Lukashevich (GfKl, 2010)

Feature-based extraction of plucking and expression styles of the electric bass guitar. - Jakob Abeßer; Hanna M. Lukashevich; Gerald Schuller (ICASSP, 2010)

Feature Selection in Clustering with Constraints: Application to Active Exploration of Music Collections. - Pedro Mercado; Hanna M. Lukashevich (ICMLA, 2010)

Bass Playing Style Detection Based on High-level Features and Pattern Similarity. - Jakob Abeßer; Paul Bräuer; Hanna M. Lukashevich; Gerald Schuller (ISMIR, 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 (Multimedia Information Retrieval, 2010)

Artist filtering for non-western music classification. - Anna M. Kruspe; Hanna M. Lukashevich; Jakob Abeßer (Audio Mostly Conference, 2011)

Automatic Classification of Musical Pieces into Global Cultural Areas. - Anna M. Kruspe; Hanna M. Lukashevich; Jakob Abeßer; Holger Großmann; Christian Dittmar (Semantic Audio, 2011)

Confidence Measures in Automatic Music Classification. - Hanna M. Lukashevich (GfKl, 2012)

A Multiple-Expert Framework for Instrument Recognition. - Mikus J. Grasis; Jakob Abeßer; Christian Dittmar; Hanna M. Lukashevich (CMMR, 2013)

A Mid-Level Approach to Local Tonality Analysis: Extracting Key Signatures from Audio. - Christof Weiß; Estefanía Cano; Hanna M. Lukashevich (Semantic Audio, 2014)

Acoustic Scene Classification by Combining Autoencoder-Based Dimensionality Reduction and Convolutional Neural Networks. - Jakob Abeßer; Stylianos Ioannis Mimilakis; Robert Gräfe; Hanna M. Lukashevich (DCASE, 2017)

Soundslike. - Sascha Grollmisch; Hanna M. Lukashevich (GI-Jahrestagung, 2017)

Automatic speech/music discrimination for broadcast signals. - Anna M. Kruspe; Dominik Zapf; Hanna M. Lukashevich (GI-Jahrestagung, 2017)

A Distributed Sensor Network for Monitoring Noise Level and Noise Sources in Urban Environments. - Jakob Abeßer; Marco Götze; Stephanie Kühnlenz; Robert Gräfe; Christian Kühn 002; Tobias Clauß; Hanna M. Lukashevich (FiCloud, 2018)

Urban Noise Monitoring in the Stadtlärm Project - A Field Report. - Jakob Abeßer; Marco Götze; Tobias Clauß; Dominik Zapf; Christian Kühn 002; Hanna M. Lukashevich; Stephanie Kühnlenz; Stylianos I. Mimilakis (DCASE, 2019)

Sounding Industry: Challenges and Datasets for Industrial Sound Analysis. - Sascha Grollmisch; Jakob Abeßer; Judith Liebetrau; Hanna M. Lukashevich (EUSIPCO, 2019)

Selective Hearing: A Machine Listening Perspective. - Estefanía Cano; Hanna M. Lukashevich (MMSP, 2019)

A study on spoken language identification using deep neural networks. - Alexandra Draghici; Jakob Abeßer; Hanna M. Lukashevich (Audio Mostly Conference, 2020)

DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. - David S. Johnson 003; Wolfgang Lorenz; Michael Taenzer; Stylianos I. Mimilakis; Sascha Grollmisch; Jakob Abeßer; Hanna M. Lukashevich (EUSIPCO, 2021)

SEC-Learn: Sensor Edge Cloud for Federated Learning - Invited Paper. - Patrick Aichroth; Christoph Antes; Pierre Gembatzka; Holger Graf; David S. Johnson 003; Matthias Jung 001; Thomas Kämpfe; Thomas Kleinberger; Thomas Köllmer; Thomas Kuhn 001; Christoph Kutter; Jens Krüger 004; et al. (SAMOS, 2021)

Multi-input Architecture and Disentangled Representation Learning for Multi-dimensional Modeling of Music Similarity. - Sebastian Ribecky; Jakob Abeßer; Hanna M. Lukashevich (CoRR, 2021)

Multi-pitch Estimation meets Microphone Mismatch: Applicability of Domain Adaptation. - Franca Bittner; Marcel Gonzalez; Maike L. Richter; Hanna M. Lukashevich; Jakob Abeßer (ISMIR, 2022)

How reliable are posterior class probabilities in automatic music classification? - Hanna M. Lukashevich; Sascha Grollmisch; Jakob Abeßer; Sebastian Stober; Joachim Bös (Audio Mostly Conference, 2023)

Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch. - Sascha Grollmisch; Estefanía Cano; Hanna M. Lukashevich; Jakob Abeßer (EUSIPCO, 2023)

Federated Semi-supervised Learning for Industrial Sound Analysis and Keyword Spotting. - Sascha Grollmisch; Thomas Köllmer; Artem Yaroshchuk; Hanna M. Lukashevich (ICASSP Workshops, 2025)