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List of works by Tanja Schultz

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

scientific article

A multiplatform speech recognition decoder based on weighted finite-state transducers

scientific article

Active learning for accent adaptation in Automatic Speech Recognition

scientific article

Adaptive cognitive technical systems.

scientific article published on 02 July 2014

Advancing Muscle-Computer Interfaces with High-Density Electromyography

scientific article

Airwriting

scientific article

Airwriting recognition using wearable motion sensors

scientific article

Airwriting: Hands-Free Mobile Text Input by Spotting and Continuous Recognition of 3d-Space Handwriting with Inertial Sensors

scientific article

Airwriting: a wearable handwriting recognition system

scientific article

An Adaptive Information System for an Empathic Robot Using EEG Data

scientific article

An EEG Adaptive Information System for an Empathic Robot

scientific article

An Investigation of Code-Switching Attitude Dependent Language Modeling

scientific article

An initial investigation into the real-time conversion of facial surface EMG signals to audible speech.

scientific article

Analysis of phone confusion in EMG-based speech recognition

scientific article

Application of Electrode Arrays for Artifact Removal in an Electromyographic Silent Speech Interface

scientific article

Artifact removal algorithm for an EMG-based Silent Speech Interface

scientific article

Automatic Speech Recognition from Neural Signals: A Focused Review

scientific article

Automatic classification of auto-correction errors in predictive text entry based on EEG and context information

scientific article

Automatic speech recognition for under-resourced languages: A survey

scientific article

Biosignal-Based Spoken Communication: A Survey

scientific article

Biosignale-basierte Mensch-Maschine Schnittstellen

scientific article

BiosignalsStudio: A Flexible Framework for Biosignal Capturing and Processing

scientific article

Brain Topology Modeling With EEG-Graphs for Auditory Spatial Attention Detection

scientific article published in 2024

Brain-to-text: decoding spoken phrases from phone representations in the brain

scientific article

Bremen Big Data Challenge 2017: Predicting University Cafeteria Load

scientific article

Classification of mental tasks in the prefrontal cortex using fNIRS.

scientific article published in January 2013

Cognitive Dialog Systems for Dynamic Environments: Progress and Challenges

scientific article

Combined intention, activity, and motion recognition for a humanoid household robot

scientific article

Combining feature extraction and classification for fNIRS BCIs by regularized least squares optimization.

scientific article published on August 2014

Compensation of recording position shifts for a myoelectric Silent Speech Recognizer

scientific article

Compressed signal representation for inertial sensor signals

scientific article

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

scientific article

Continuous Recognition of Affective States by Functional Near Infrared Spectroscopy Signals

scientific article

Continuous affective states recognition using functional near infrared spectroscopy

scientific article

Cross-Subject Classification of Speaking Modes Using fNIRS

scientific article

Cross-language bootstrapping based on completely unsupervised training using multilingual A-stabil

scientific article

Cross-lingual lexical language discovery from audio data using multiple translations

scientific article

Data-driven analysis of interactions between people with dementia and a tablet device

scientific article

Decoding Lip Movements During Continuous Speech using Electrocorticography

scientific article

Design and Evaluation of a Self-Correcting Gesture Interface based on Error Potentials from EEG

scientific article

Detecting Memory-Based Interaction Obstacles with a Recurrent Neural Model of User Behavior

scientific article

Detecting bandlimited audio in broadcast television shows

scientific article

Direct conversion from facial myoelectric signals to speech using Deep Neural Networks

scientific article

Domain-Adversarial Training for Session Independent EMG-based Speech Recognition

scientific article

Dummy Model Based Workload Modeling

scientific article

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

scientific article

Enhancement of human computer interaction with facial electromyographic sensors

article published in 2009

Estimation of fundamental frequency from surface electromyographic data: EMG-to-F 0

scientific article

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

scientific article published in January 2012

Fundamental frequency generation for whisper-to-audible speech conversion

scientific article

Further investigations on EMG-to-speech conversion

scientific article

Fusion and Comparison of IMU and EMG Signals for Wearable Gesture Recognition

scientific article

Generalized Baum-Welch algorithm for discriminative training on large vocabulary continuous speech recognition system

scientific article

GlobalPhone: A multilingual text & speech database in 20 languages

scientific article

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

scientific article

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

scientific article

Hybrid fNIRS-EEG based discrimination of 5 levels of memory load

scientific article

I-CARE-An Interaction System for the Individual Activation of People with Dementia

scientific article

ICCHP Keynote: Recognizing Silent and Weak Speech Based on Electromyography

scientific article

Increased gamma band power during movement planning coincides with motor memory retrieval.

scientific article published on 9 October 2015

Initial Experiments with Tamil LVCSR

scientific article

Interpretation of convolutional neural networks for speech spectrogram regression from intracranial recordings

scientific article

Intervention-free selection using EEG and eye tracking

scientific article

Introduction to the Special Issue on Biosignal-Based Spoken Communication

scientific article

Introduction to the special issue on processing under-resourced languages

scientific article

Investigating Intrusiveness of Workload Adaptation

scientific article

Investigating Objective Intelligibility in Real-Time EMG-to-Speech Conversion

scientific article

Investigating deep learning for fNIRS based BCI.

scientific article published in August 2015

Investigating static and sequential models for intervention-free selection using multimodal data of EEG and eye tracking

scientific article

Investigating the Effect of Audio Duration on Dementia Detection Using Acoustic Features

scientific article

Joint optimization for discriminative, compact and robust Brain-Computer Interfacing

scientific article

Locating user attention using eye tracking and EEG for spatio-temporal event selection

Manual and Automatic Transcriptions in Dementia Detection from Speech

scientific article

Mechanisms within the Parietal Cortex Correlate with the Benefits of Random Practice in Motor Adaptation

scientific article published on 2 August 2017

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

scientific article published on January 2013

Model-Based Evaluation of Playing Strategies in a Memo Game for Elderly Users

scientific article

Model-Based Identification of EEG Markers for Learning Opportunities in an Associative Learning Task with Delayed Feedback

Modeling Cognitive Processes from Multimodal Signals

scientific article

Modeling coarticulation in EMG-based continuous speech recognition

scientific article

Modeling gender dependency in the Subspace GMM framework

scientific article

Multilingual a-stabil: A new confidence score for multilingual unsupervised training

scientific article

Multilingual deep neural network based acoustic modeling for rapid language adaptation

scientific article

Multimodal Recognition of Cognitive Workload for Multitasking in the Car

scientific article

Multimodal person independent recognition of workload related biosignal patterns

scientific article

Neighbour selection and adaptation for rapid speaker-dependent ASR

scientific article

Online Recognition of Facial Actions for Natural EEG-Based BCI Applications

scientific article

Online Workload Recognition from EEG Data during Cognitive Tests and Human-Machine Interaction

scientific article

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

scientific article published on January 2014

Perplexity – a new predictor of cognitive changes in spoken language? – results of the Interdisciplinary Longitudinal Study on Adult Development and Aging (ILSE)

scientific article

Pronunciation Extraction from Phoneme Sequences through Cross-Lingual Word-to-Phoneme Alignment

scientific article

Rapid bootstrapping of a Ukrainian large vocabulary continuous speech recognition system

scientific article

Recurrent neural network language modeling for code switching conversational speech

scientific article

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

scientific article

STAnet: A Spatiotemporal Attention Network for Decoding Auditory Spatial Attention From EEG

scientific article published in 2022

Selecting Features for Automatic Screening for Dementia Based on Speech

scientific article

Silent speech interfaces

scientific article

Speaker identification with distant microphone speech

scientific article

Speaker-Adaptive Speech Recognition Based on Surface Electromyography

scientific article

Speaking mode recognition from functional Near Infrared Spectroscopy.

scientific article published in January 2012

Speech Synthesis from ECoG using Densely Connected 3D Convolutional Neural Networks

scientific article

Speech synthesis from ECoG using densely connected 3D convolutional neural networks

scientific article published on 04 March 2019

Speech-Based Detection of Alzheimer’s Disease in Conversational German

scientific article

Starring into the void?

scientific article

Statistical machine translation based text normalization with crowdsourcing

scientific article

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

scientific article published in January 2013

Syntactic and Semantic Features For Code-Switching Factored Language Models

scientific article

Tackling speaking mode varieties in EMG-based speech recognition.

scientific article published on 18 April 2014

Technique-based game for daycare visitors with and without dementia : Effects, heuristics and correlates

scientific article published in July 2016

Telemanipulation with force-based display of proximity fields

scientific article

Toward a Wireless Open Source Instrument: Functional Near-infrared Spectroscopy in Mobile Neuroergonomics and BCI Applications

scientific article

Towards Semantic Segmentation of Human Motion Sequences

scientific article

Towards direct speech synthesis from ECoG: A pilot study.

scientific article published in August 2016

Towards single pass discriminative training for speech recognition

scientific article

Vision-based handwriting recognition for unrestricted text input in mid-air

scientific article

Web-based tools and methods for rapid pronunciation dictionary creation

scientific article

Word segmentation and pronunciation extraction from phoneme sequences through cross-lingual word-to-phoneme alignment

scientific article

Word segmentation through cross-lingual word-to-phoneme alignment

scientific article

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