Sascha Grollmisch

According to our database, Sascha Grollmisch authored at least 15 papers between 2009 and 2023.

Collaborative distances:

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

2023

How Robust are Audio Embeddings for Polyphonic Sound Event Tagging?

Jakob Abeßer, Sascha Grollmisch, Meinard Müller

IEEE ACM Trans. Audio Speech Lang. Process., 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

Examining Speaker and Keyword Uniqueness: Partitioning Keyword Spotting Datasets for Federated Learning with the Largest Differencing Method.

Paul C. Wallbott, Sascha Grollmisch, Thomas Köllmer

Proceedings of the Artificial Intelligence and Machine Learning, 2022

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

Techniques Improving the Robustness of Deep Learning Models for Industrial Sound Analysis.

David S. Johnson, Sascha Grollmisch

Proceedings of the 28th European Signal Processing Conference, 2020

Analyzing the Potential of Pre-Trained Embeddings for Audio Classification Tasks.

Sascha Grollmisch, Estefanía Cano, Christian Kehling, Michael Taenzer

Proceedings of the 28th European Signal Processing Conference, 2020

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

Ensemble Size Classification in Colombian Andean String Music Recordings.

Sascha Grollmisch, Estefanía Cano, Fernando Mora Ángel, Gustavo López Gil

Proceedings of the Perception, Representations, Image, Sound, Music, 2019

2017

Soundslike.

Sascha Grollmisch, Hanna M. Lukashevich

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

Exploring sound source separation for acoustic condition monitoring in industrial scenarios.

Estefanía Cano, Johannes Nowak, Sascha Grollmisch

Proceedings of the 25th European Signal Processing Conference, 2017

2014

Automatic Competency Assessment of Rhythm Performances of Ninth-grade and Tenth-grade Pupils.

Jakob Abeßer, Johannes Hasselhorn, Sascha Grollmisch, Christian Dittmar, Andreas Lehmann

Proceedings of the Music Technology meets Philosophy, 2014

2012

Music Information Retrieval Meets Music Education.

Christian Dittmar, Estefanía Cano, Jakob Abeßer, Sascha Grollmisch

Proceedings of the Multimodal Music Processing, 2012

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

Concept, implementation and evaluation of an improvisation based music video game.

Sascha Grollmisch, Christian Dittmar, Gabriel Gatzsche

Proceedings of the 2009 International IEEE Consumer Electronics Society's Games Innovations Conference, 2009