Marvin Borsdorf, M. Sc
![](/fileadmin/_processed_/4/6/csm_Borsdorf_bearbeitet_d181761f39.jpg)
Enrique-Schmidt-Str. 5
Cartesium, Raum 3.055
28359 Bremen
+49(0)421-218 64291
Forschungsinteressen
Machine Listening
The Cocktail Party Problem (Mono- and Multilingual)
Selective Auditory Attention
Speech Separation
Speaker Extraction
Publikationen
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, GabrielIvucic, 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).
2024
Marvin Borsdorf, Zexu Pan, Haizhou Li, and Tanja Schultz, "wTIMIT2mix: A Cocktail Party Mixtures Database to Study Target Speaker Extraction for Normal and Whispered Speech," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2024 (accepted).
Iva Ewert, Marvin Borsdorf, Haizhou Li, and Tanja Schultz, "Does the Lombard Effect Matter in Speech Separation? Introducing the Lombard-GRID-2mix Dataset," Annual Conference of the International Speech Communication Association (INTERSPEECH), 2024 (accepted).
Arbeiten als Reviewer
The 22nd Annual Conference of the International Speech Communication Association (INTERSPEECH 2021)
The 23rd Annual Conference of the International Speech Communication Association (INTERSPEECH 2022)
The 15th ITG Conference on Speech Communication (ITG 2023)
The 14th International Symposium on Chinese Spoken Language Processing (ISCSLP 2024)