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

2014 // Conference paper

Combining recurrent neural networks and factored language models during decoding of code-switching speech

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

Adel, H.; Telaar, D.; Vu, N.T.; Kirchhoff, K.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910049659&partnerID=MN8TOARS

2014 // Conference paper

Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding

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

Adel, H.; Kirchhoff, K.; Vu, N.T.; Telaar, D.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910090415&partnerID=MN8TOARS

2014 // Conference paper

Compensation of recording position shifts for a myoelectric Silent Speech Recognizer

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

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

https://doi.org/10.1109/ICASSP.2014.6853968

2014 // Conference paper

Connectivity based feature-level filtering for single-trial EEG BCIs

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

Heger, D.; Terziyska, E.; Schultz, T.

https://doi.org/10.1109/ICASSP.2014.6853962

2014 // Journal article

Continuous affective states recognition using functional near infrared spectroscopy

Brain-Computer Interfaces

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

https://doi.org/10.1080/2326263X.2014.912884

2014 // Conference paper

Conversion from facial myoelectric signals to speech: A unit selection approach

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

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

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910091101&partnerID=MN8TOARS

2014 // Conference paper

Enhancement of EMG-based Thai number words classification using frame-based time domain features with stacking filter

2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014

Srisuwan, N.; Wand, M.; Janke, M.; Phukpattaranont, P.; Schultz, T.; Limsakul, C.

https://doi.org/10.1109/APSIPA.2014.7041549

2014 // Conference paper

Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech

1st Workshop on Computational Approaches to Code Switching, Switching 2014 at the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014 - Proceedings

Vu, N.T.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84978885860&partnerID=MN8TOARS

2014 // Conference paper

FEATURES FOR FACTORED LANGUAGE MODELS FOR CODE-SWITCHING SPEECH

4th Workshop on Spoken Language Technologies for Under-Resourced Languages, SLTU 2014

Adel, H.; Kirchhoff, K.; Telaar, D.; Vu, N.T.; Schlippe, T.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910064479&partnerID=MN8TOARS

2014 // Conference paper

Foreword

BIOSIGNALS 2014 - 7th Int. Conference on Bio-Inspired Systems and Signal Processing, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84902345088&partnerID=MN8TOARS

2014 // Conference paper

Foreword

HEALTHINF 2014 - 7th International Conference on Health Informatics, Proceedings; Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84902345038&partnerID=MN8TOARS

2014 // Conference paper

Foreword

BIODEVICES 2014 - 7th Int. Conference on Biomedical Electronics and Devices, Proceedings; Part of 7th International Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84902320636&partnerID=MN8TOARS

2014 // Conference paper

Foreword

BIOINFORMATICS 2014 - 5th Int. Conf. on Bioinformatics Models, Methods and Algorithms, Proceedings; Part of 7th Int. Joint Conference on Biomedical Engineering Systems and Technologies, BIOSTEC 2014

Plantier, G.; Schultz, T.; Fred, A.; Gamboa, H.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84902303861&partnerID=MN8TOARS

2014 // Conference paper

Fundamental frequency generation for whisper-to-audible speech conversion

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

Janke, M.; Wand, M.; Heistermann, T.; Schultz, T.; Prahallad, K.

https://doi.org/10.1109/ICASSP.2014.6854066

2014 // Conference paper

GlobalPhone: Pronunciation dictionaries in 20 languages

Proceedings of the 9th International Conference on Language Resources and Evaluation, LREC 2014

Schultz, T.; Schlippe, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-85010765237&partnerID=MN8TOARS

2014 // Journal article

Hybrid fNIRS-EEG based classification of auditory and visual perception processes

Frontiers in Neuroscience

Putze, F.; Hesslinger, S.; Tse, C.-Y.; Huang, Y.; Herff, C.; Guan, C.; Schultz, T.

https://doi.org/10.3389/fnins.2014.00373

2014 // Conference paper

Improving ASR performance on non-native speech using multilingual and crosslingual information

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

Vu, N.T.; Wang, Y.; Klose, M.; Mihaylova, Z.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910047207&partnerID=MN8TOARS

2014 // Journal article

Introduction to the special issue on processing under-resourced languages

Speech Communication

Besacier, L.; Barnard, E.; Karpov, A.; Schultz, T.

https://doi.org/10.1016/j.specom.2013.09.001

2014 // Conference paper

Investigating intrusiveness of workload adaptation

ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction

Putze, F.; Schultz, T.

https://doi.org/10.1145/2663204.2663279

2014 // Conference paper

Investigating the learning effect of multilingual bottle-neck features for ASR

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

Vu, N.T.; Weiner, J.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910027407&partnerID=MN8TOARS

2014 // Journal article

Mental workload during n-back task-quantified in the prefrontal cortex using fNIRS

Frontiers in Human Neuroscience

Herff, C.; Heger, D.; Fortmann, O.; Hennrich, J.; Putze, F.; Schultz, T.

https://doi.org/10.3389/fnhum.2013.00935

2014 // Conference paper

Methods for efficient semi-automatic pronunciation dictionary bootstrapping

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

Schlippe, T.; Merz, M.; Schultz, T.

http://www.scopus.com/inward/record.url?eid=2-s2.0-84910068989&partnerID=MN8TOARS

2014 // Book

Model-based identification of EEG markers for learning opportunities in an associative learning task with delayed feedback

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

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

https://doi.org/10.1007/978-3-319-11179-7_49

2014 // Conference paper

Multilingual deep neural network based acoustic modeling for rapid language adaptation

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

Vu, N.T.; Imseng, D.; Povey, D.; Motlicek, P.; Schultz, T.; Bourlard, H.

https://doi.org/10.1109/ICASSP.2014.6855086

2014 // Conference paper

Pattern learning with deep neural networks in EMG-based speech recognition

2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014

Wand, M.; Schultz, T.

https://doi.org/10.1109/EMBC.2014.6944550

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Prof. Tanja Schultz

Ökosystem

Publikationen

Combining recurrent neural networks and factored language models during decoding of code-switching speech

Comparing approaches to convert recurrent neural networks into backoff language models for efficient decoding

Compensation of recording position shifts for a myoelectric Silent Speech Recognizer

Connectivity based feature-level filtering for single-trial EEG BCIs

Continuous affective states recognition using functional near infrared spectroscopy

Conversion from facial myoelectric signals to speech: A unit selection approach

Enhancement of EMG-based Thai number words classification using frame-based time domain features with stacking filter

Exploration of the Impact of Maximum Entropy in Recurrent Neural Network Language Models for Code-Switching Speech

FEATURES FOR FACTORED LANGUAGE MODELS FOR CODE-SWITCHING SPEECH

Foreword

Foreword

Foreword

Foreword

Fundamental frequency generation for whisper-to-audible speech conversion

GlobalPhone: Pronunciation dictionaries in 20 languages

Hybrid fNIRS-EEG based classification of auditory and visual perception processes

Improving ASR performance on non-native speech using multilingual and crosslingual information

Introduction to the special issue on processing under-resourced languages

Investigating intrusiveness of workload adaptation

Investigating the learning effect of multilingual bottle-neck features for ASR

Mental workload during n-back task-quantified in the prefrontal cortex using fNIRS

Methods for efficient semi-automatic pronunciation dictionary bootstrapping

Model-based identification of EEG markers for learning opportunities in an associative learning task with delayed feedback

Multilingual deep neural network based acoustic modeling for rapid language adaptation

Pattern learning with deep neural networks in EMG-based speech recognition

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