Prof. Tanja Schultz

Weitere Informationen:

Sprecherin des Wissenschaftsschwerpunkts „Minds, Media, Machines“ (mit Michael Beetz)
Sprecherin der DFG Forschungsgruppe FOR 5347 Lifespan AI (gemeinsam mit Marvin Wright), seit 2022
Sprecherin des Leitprojekts “Künstliche Intelligenz” der University Bremen Research Alliance UBRA (gemeinsam mit Horst Hahn und Frank Kirchner), seit 2021
Mitglied im Direktorium des DFG Graduiertenkolleg GRK 2739 KD²School (seit 2021)
Mitglied im Direktorium des Leibniz Wissenschaftscampus “Digital Public Health” (seit 2019)
Mitglied im Direktorium des SFB 1320 EASE “Everyday Activities Science and Engineering” (seit 2017).

Fellowships:

International Speech Communcation Association (2016)
European Academy of Sciences and Arts (2017)
IEEE (2020)
Asia-Pacific Artificial Intelligence Association (2021)

Upcoming:

In August 2026, together with Prof. Frank Kirchner, she will host IJCAI, the largest International Conference on Artificial Intelligence, in Bremen. Several thousand researchers are expected to attend this conference in Bremen.

Ökosystem

Sprecherin des Wissenschaftsschwerpunkts „Minds Media Machines" (mit Michael Beetz)

Direktorin des Cognitive Systems Labs

Co-Sprecherin des Graduiertenkolleg Hearaz

Sprecherin der Arbeitsprogramms Lifespan AI

Co-Sprecherin des Leitprojekts „Kuenstliche Intelligenz der University Bremen Research Alliance UBRA

Mitglied des CoAI JRC Joint Research Center on Cooperative and Cognition enabled AI

Mitglied des Direktoriums des Leibniz Wissenschaftscampus „Digital Public Health

Mitglied des Direktoriums des DFG Graduiertenkolleg KD²School

Mitglied des Direktoriums des SFB EASE "Everyday Activities Science and Engineering"

Publikationen

2013 // Conference paper

Recurrent neural network language modeling for code switching conversational speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Adel, H.; Vu, N.T.; Kraus, F.; Schlippe, T.; Li, H.; Schultz, T.

https://doi.org/10.1109/ICASSP.2013.6639306

2013 // Conference paper

Reliable subject-adapted recognition of EEG error potentials using limited calibration data

International IEEE/EMBS Conference on Neural Engineering, NER

Putze, F.; Heger, D.; Schultz, T.

https://doi.org/10.1109/NER.2013.6695961

2013 // Conference paper

Session-independent EEG-based workload recognition

BIOSIGNALS 2013 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing

Putze, F.; Müller, M.; Heger, D.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84877971081&partnerID=MN8TOARS

2013 // Conference paper

Statistical machine translation based text normalization with crowdsourcing

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Schlippe, T.; Zhu, C.; Lemcke, D.; Schultz, T.

https://doi.org/10.1109/ICASSP.2013.6639305

2013 // Conference paper

Subject-to-subject transfer for CSP based BCIs: Feature space transformation and decision-level fusion

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Heger, D.; Putze, F.; Herff, C.; Schultz, T.

https://doi.org/10.1109/EMBC.2013.6610823

2013 // Conference paper

Unsupervised language model adaptation for automatic speech recognition of broadcast news using web 2.0

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Schlippe, T.; Gren, L.; Vu, N.T.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84906244264&partnerID=MN8TOARS

2012 // Conference paper

A first speech recognition system for Mandarin-English code-switch conversational speech

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Vu, N.T.; Lyu, D.-C.; Weiner, J.; Telaar, D.; Schlippe, T.; Blaicher, F.; Chng, E.-S.; Schultz, T.; Li, H.

https://doi.org/10.1109/ICASSP.2012.6289015

2012 // Conference paper

Active learning for accent adaptation in Automatic Speech Recognition

2012 IEEE Workshop on Spoken Language Technology, SLT 2012 - Proceedings

Nallasamy, U.; Metze, F.; Schultz, T.

https://doi.org/10.1109/SLT.2012.6424250

2012 // Conference paper

Airwriting: Demonstrating mobile text input by 3d-space handwriting recognition

International Conference on Intelligent User Interfaces, Proceedings IUI

Amma, C.; Schultz, T.

https://doi.org/10.1145/2166966.2167032

2012 // Conference paper

Airwriting: Hands-free mobile text input by spotting and continuous recognition of 3d-space handwriting with inertial sensors

Proceedings - International Symposium on Wearable Computers, ISWC

Amma, C.; Georgi, M.; Schultz, T.

https://doi.org/10.1109/ISWC.2012.21

2012 // Conference paper

An investigation on initialization schemes for multilayer perceptron training using multilingual data and their effect on ASR performance

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Vu, N.T.; Breiter, W.; Metze, F.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84878559540&partnerID=MN8TOARS

2012 // Conference paper

Automatic error recovery for pronunciation dictionaries

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Schlippe, T.; Ochs, S.; Vu, N.T.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84878526331&partnerID=MN8TOARS

2012 // Conference paper

Cognitive dialog systems for dynamic environments: Progress and challenges

Digital Signal Processing for In-Vehicle Systems and Safety

Putze, F.; Schultz, T.

https://doi.org/10.1007/978-1-4419-9607-7_8

2012 // Conference paper

Combining cognitive modeling and EEG to predict user behavior in a search task

Proceedings of the 11th International Conference on Cognitive Modeling, ICCM 2012

Putze, F.; Meyer, J.; Borne, J.; Schultz, T.; Holt, D.V.; Funke, J.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84877775837&partnerID=MN8TOARS

2012 // Book

Cross-subject classification of speaking modes using fNIRS

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Herff, C.; Heger, D.; Putze, F.; Guan, C.; Schultz, T.

https://doi.org/10.1007/978-3-642-34481-7_51

2012 // Conference paper

Decision-tree based analysis of speaking mode discrepancies in EMG-based speech recognition

BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing

Wand, M.; Janke, M.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84861983633&partnerID=MN8TOARS

2012 // Conference paper

Enhanced polyphone decision tree adaptation for Accented Speech Recognition

13th Annual Conference of the International Speech Communication Association 2012, INTERSPEECH 2012

Nallasamy, U.; Metze, F.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84878544116&partnerID=MN8TOARS

2012 // Conference paper

Filling a glass of water: Continuously decoding the speed of 3D hand movements from EEG signals

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Heger, D.; Jakel, R.; Putze, F.; Losch, M.; Schultz, T.

https://doi.org/10.1109/EMBC.2012.6346867

2012 // Conference paper

Further investigations on EMG-to-speech conversion

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Janke, M.; Wand, M.; Nakamura, K.; Schultz, T.

https://doi.org/10.1109/ICASSP.2012.6287892

2012 // Conference paper

Grapheme-to-phoneme model generation for Indo-European languages

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Schlippe, T.; Ochs, S.; Schultz, T.

https://doi.org/10.1109/ICASSP.2012.6288993

2012 // Conference paper

HAUSA LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION

3rd Workshop on Spoken Language Technologies for Under-Resourced Languages, SLTU 2012

Schlippe, T.; Djomgang, E.G.K.; Vu, N.T.; Ochs, S.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-85133195597&partnerID=MN8TOARS

2012 // Conference paper

Initial experiments with Tamil LVCSR

Proceedings - 2012 International Conference on Asian Language Processing, IALP 2012

Melvin Jose, J.; Vu, N.T.; Schultz, T.

https://doi.org/10.1109/IALP.2012.46

2012 // Conference paper

INTEGRATION OF LANGUAGE IDENTIFICATION INTO A RECOGNITION SYSTEM FOR SPOKEN CONVERSATIONS CONTAINING CODE-SWITCHES

3rd Workshop on Spoken Language Technologies for Under-Resourced Languages, SLTU 2012

Weiner, J.; Vu, N.T.; Telaar, D.; Metze, F.; Schultz, T.; Lyu, D.-C.; Chng, E.-S.; Li, H.

http://www.scopus.com/inward/record.url?eid=2-s2.0-85133165650&partnerID=MN8TOARS

2012 // Conference paper

Modeling gender dependency in the Subspace GMM framework

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Vu, N.T.; Schultz, T.; Povey, D.

https://doi.org/10.1109/ICASSP.2012.6288881

2012 // Conference paper

MULTILINGUAL BOTTLE-NECK FEATURES AND ITS APPLICATION FOR UNDER-RESOURCED LANGUAGES

3rd Workshop on Spoken Language Technologies for Under-Resourced Languages, SLTU 2012

Vu, N.T.; Metze, F.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-85063099877&partnerID=MN8TOARS

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Prof. Tanja Schultz

Ökosystem

Publikationen

Recurrent neural network language modeling for code switching conversational speech

Reliable subject-adapted recognition of EEG error potentials using limited calibration data

Session-independent EEG-based workload recognition

Statistical machine translation based text normalization with crowdsourcing

Subject-to-subject transfer for CSP based BCIs: Feature space transformation and decision-level fusion

Unsupervised language model adaptation for automatic speech recognition of broadcast news using web 2.0

A first speech recognition system for Mandarin-English code-switch conversational speech

Active learning for accent adaptation in Automatic Speech Recognition

Airwriting: Demonstrating mobile text input by 3d-space handwriting recognition

Airwriting: Hands-free mobile text input by spotting and continuous recognition of 3d-space handwriting with inertial sensors

An investigation on initialization schemes for multilayer perceptron training using multilingual data and their effect on ASR performance

Automatic error recovery for pronunciation dictionaries

Cognitive dialog systems for dynamic environments: Progress and challenges

Combining cognitive modeling and EEG to predict user behavior in a search task

Cross-subject classification of speaking modes using fNIRS

Decision-tree based analysis of speaking mode discrepancies in EMG-based speech recognition

Enhanced polyphone decision tree adaptation for Accented Speech Recognition

Filling a glass of water: Continuously decoding the speed of 3D hand movements from EEG signals

Further investigations on EMG-to-speech conversion

Grapheme-to-phoneme model generation for Indo-European languages

HAUSA LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION

Initial experiments with Tamil LVCSR

INTEGRATION OF LANGUAGE IDENTIFICATION INTO A RECOGNITION SYSTEM FOR SPOKEN CONVERSATIONS CONTAINING CODE-SWITCHES

Modeling gender dependency in the Subspace GMM framework

MULTILINGUAL BOTTLE-NECK FEATURES AND ITS APPLICATION FOR UNDER-RESOURCED LANGUAGES

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