Sascha Grollmisch

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 12

Top Topics

Event Detection

Kernel Logistic Regression

Class Probabilities

Source Separation

Top Venues

BNAIC/BENELEARN

Audio Mostly Conference

Publications

Hanna M. Lukashevich, Sascha Grollmisch, Jakob Abeßer, Sebastian Stober, Joachim Bös
How reliable are posterior class probabilities in automatic music classification? Audio Mostly Conference (2023)
Jakob Abeßer, Sascha Grollmisch, Meinard Müller
How Robust are Audio Embeddings for Polyphonic Sound Event Tagging? IEEE ACM Trans. Audio Speech Lang. Process. 31 (2023)
Sascha Grollmisch, Estefanía Cano, Hanna M. Lukashevich, Jakob Abeßer
Uncertainty in Semi-Supervised Audio Classification - A Novel Extension for FixMatch. EUSIPCO (2023)
Paul C. Wallbott, Sascha Grollmisch, Thomas Köllmer
Examining Speaker and Keyword Uniqueness: Partitioning Keyword Spotting Datasets for Federated Learning with the Largest Differencing Method. BNAIC/BENELEARN (2022)
David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. EUSIPCO (2021)
David S. Johnson, Wolfgang Lorenz, Michael Taenzer, Stylianos I. Mimilakis, Sascha Grollmisch, Jakob Abeßer, Hanna M. Lukashevich
DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection. CoRR (2021)
David S. Johnson, Sascha Grollmisch
Techniques Improving the Robustness of Deep Learning Models for Industrial Sound Analysis. EUSIPCO (2020)
Sascha Grollmisch, Estefanía Cano, Christian Kehling, Michael Taenzer
Analyzing the Potential of Pre-Trained Embeddings for Audio Classification Tasks. EUSIPCO (2020)
Sascha Grollmisch, Jakob Abeßer, Judith Liebetrau, Hanna M. Lukashevich
Sounding Industry: Challenges and Datasets for Industrial Sound Analysis. EUSIPCO (2019)
Sascha Grollmisch, Estefanía Cano, Fernando Mora Ángel, Gustavo López Gil
Ensemble Size Classification in Colombian Andean String Music Recordings. CMMR (2019)
Sascha Grollmisch, Hanna M. Lukashevich
Soundslike. GI-Jahrestagung (2017)
Estefanía Cano, Johannes Nowak, Sascha Grollmisch
Exploring sound source separation for acoustic condition monitoring in industrial scenarios. EUSIPCO (2017)
Jakob Abeßer, Johannes Hasselhorn, Sascha Grollmisch, Christian Dittmar, Andreas Lehmann
Automatic Competency Assessment of Rhythm Performances of Ninth-grade and Tenth-grade Pupils. ICMC (2014)
Christian Dittmar, Holger Großmann, Estefanía Cano, Sascha Grollmisch, Hanna M. Lukashevich, Jakob Abeßer
Songs2See and GlobalMusic2One: Two Applied Research Projects in Music Information Retrieval at Fraunhofer IDMT. CMMR (2010)
Sascha Grollmisch, Christian Dittmar, Gabriel Gatzsche
Concept, implementation and evaluation of an improvisation based music video game. ICE-GIC (2009)