Marvin Borsdorf, M. Sc

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, 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.

2024

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), 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.

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.

Zexu Pan, Marvin Borsdorf, Siqi Cai, Tanja Schultz, and Haizhou Li, "NeuroHeed: Neuro-Steered Speaker Extraction using EEG Signals," IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024.

Ke Zhang, Marvin Borsdorf, Tianchi Liu, Shuai Wang, Yangjie Wei, and Haizhou Li, "Speaker Extraction with Verification of Present and Absent Target Speakers," The Journal of Shanghai Jiaotong University (Science), 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)