Marvin Borsdorf, M. Sc
Research Interests
Machine Listening
The Cocktail Party Problem (Mono- and Multilingual)
Selective Auditory Attention
Speech Separation
Speaker Extraction
Publications
2021
Marvin Borsdorf, Chenglin Xu, Haizhou Li and Tanja Schultz, "GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2021.
Marvin Borsdorf, Chenglin Xu, Haizhou Li, and Tanja Schultz, "Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2021.
Marvin Borsdorf, Haizhou Li, and Tanja Schultz," Target Language Extraction at Multilingual Cocktail Parties," IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), 2021.
2022
Marvin Borsdorf, Kevin Scheck, Haizhou Li, and Tanja Schultz, "Experts Versus All-rounders: Target Language Extraction for Multiple Target Languages," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022.
Marvin Borsdorf, Kevin Scheck, Haizhou Li, and Tanja Schultz, "Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2022.
2023
Marvin Borsdorf, Saurav Pahuja, Gabriel Ivucic, Siqi Cai, Haizhou Li, and Tanja Schultz, "Multi-Head Attention and GRU for Improved Match-Mismatch Classification of Speech Stimulus and EEG Response," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
Zexu Pan, Wupeng Wang, Marvin Borsdorf, and Haizhou Li, "ImagineNet: Target Speaker Extraction with Intermittent Visual Cue Through Embedding Inpainting," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
Ke Zhang, Marvin Borsdorf, Zexu Pan, Haizhou Li, Yangjie Wei, and Yi Wang, "Speaker Extraction with Detection of Presence and Absence of Target Speakers," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2023.
Marvin Borsdorf, Siqi Cai, Saurav Pahuja, Dashanka De Silva, Haizhou Li, and Tanja Schultz, "Attention and Sequence Modeling for Match-Mismatch Classification of Speech Stimulus and EEG Response," IEEE Open Journal of Signal Processing (OJSP), 2023.
Zexu Pan, Marvin Borsdorf, Siqi Cai, Tanja Schultz, and Haizhou Li, "NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals," submitted to IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2023 (under review).
