Tanja Schultz
49 papers · 2003–2025 · 5 venues · across top CS/AI venues
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Achievements
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๐บ๏ธ Taxonomy Completionist (56) ๐ Conference Polyglot ยท Silver ๐ Academic Marathon ยท Ultra ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird
๐ฑ
Topic Pioneer
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Conference Loyalist
(34)
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Keyword Trendsetter Combo
(4)
๐งฌ
Topic Evolution
๐
Keyword Champion
(2)
๐งญ
Keyword Pioneer
๐
Renaissance Researcher
(7)
๐ฅ
Unstoppable ยท Silver
โ
The Questioner
โก
Prolific Year ยท Productive
๐
Conference Pioneer
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Century Club ยท Bronze
๐
Trend Setter
๐๏ธ
Keyword Collector
(180)
Top co-authors
Research topics
Speech & Audio
(21)
Machine Learning
(19)
Artificial Intelligence
(14)
Core AI
(13)
Deep Learning
(11)
Core Methods
(11)
Analysis
(10)
Architectures
(7)
Learning Types
(7)
Synthesis
(7)
Healthcare & Medicine
(6)
Computer Vision
(5)
Natural Language Processing
(5)
Application Areas
(5)
Recognition
(5)
Keywords
automatic speech recognition
(5)
neural network
(4)
language model
(4)
transfer learning
(3)
deep neural network
(3)
speech processing
(3)
speech separation
(3)
acoustic feature
(3)
speech recognition
(3)
speech feature
(3)
feature extraction
(3)
speech analysis
(3)
recurrent neural network
(3)
word error rate
(3)
convolutional neural network
(2)
visual question answering
(2)
acoustic model
(2)
cocktail party problem
(2)
brain-computer interface
(2)
biosignal processing
(2)
Papers
Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
Interspeech 2025
DiffMV-ETS: Diffusion-based Multi-Voice Electromyography-to-Speech Conversion using Speaker-Independent Speech Training Targets
Interspeech 2025
GTAnet: Geometry-Guided Temporal Attention for EEG-Based Sound Source Tracking in Cocktail Party Scenarios
Interspeech 2025
NeuroSpex+: Dual-Task Training of Neuro-Guided Speaker Extraction with Speech Envelope and Waveform
Interspeech 2025
Selective Auditory Attention Decoding in Naturalistic Conversations Using EEG-Based Speech Envelope Tracking in Multi-Speaker Environments
Interspeech 2025
Does the Lombard Effect Matter in Speech Separation? Introducing the Lombard-GRID-2mix Dataset
Interspeech 2024
Leveraging Graphic and Convolutional Neural Networks for Auditory Attention Detection with EEG
Interspeech 2024
Macro-descriptors for Alzheimer's disease detection using large language models
Interspeech 2024
Uncovering the Full Potential of Visual Grounding Methods in VQA
ACL 2024
wTIMIT2mix: A Cocktail Party Mixtures Database to Study Target Speaker Extraction for Normal and Whispered Speech
Interspeech 2024
Measuring Faithful and Plausible Visual Grounding in VQA
EMNLP 2023
STE-GAN: Speech-to-Electromyography Signal Conversion using Generative Adversarial Networks
Interspeech 2023
Towards Reference Speech Characterization for Health Applications
Interspeech 2023
Blind Language Separation: Disentangling Multilingual Cocktail Party Voices by Language
Interspeech 2022
Challenges of using longitudinal and cross-domain corpora on studies of pathological speech
Interspeech 2022
Deep Learning Approaches for Detecting Alzheimerโs Dementia from Conversational Speech of ILSE Study
Interspeech 2022
Normalization of code-switched text for speech synthesis
Interspeech 2022
Audio-Visual Recognition of Emotional Engagement of People with Dementia
Interspeech 2021
GlobalPhone Mix-To-Separate Out of 2: A Multilingual 2000 Speakers Mixtures Database for Speech Separation
Interspeech 2021
Universal Speaker Extraction in the Presence and Absence of Target Speakers for Speech of One and Two Talkers
Interspeech 2021
Visual Speech for Obstructive Sleep Apnea Detection
Interspeech 2021
Automatic Speech Recognition for ILSE-Interviews: Longitudinal Conversational Speech Recordings Covering Aging and Cognitive Decline
Interspeech 2020
CSL-EMG_Array: An Open Access Corpus for EMG-to-Speech Conversion
Interspeech 2020
Development of Multilingual ASR Using GlobalPhone for Less-Resourced Languages: The Case of Ethiopian Languages
Interspeech 2020
Malayalam-English Code-Switched: Grapheme to Phoneme System
Interspeech 2020
Multilingual Acoustic and Language Modeling for Ethio-Semitic Languages
Interspeech 2020
Speech Spectrogram Estimation from Intracranial Brain Activity Using a Quantization Approach
Interspeech 2020
Toward Silent Paralinguistics: Speech-to-EMG โ Retrieving Articulatory Muscle Activity from Speech
Interspeech 2020
Towards Silent Paralinguistics: Deriving Speaking Mode and Speaker ID from Electromyographic Signals
Interspeech 2020
Biosignal Processing for Human-Machine Interaction
Interspeech 2019
Comparative Analysis of Think-Aloud Methods for Everyday Activities in the Context of Cognitive Robotics
Interspeech 2019
Domain-Adversarial Training for Session Independent EMG-based Speech Recognition
Interspeech 2018
Investigating Objective Intelligibility in Real-Time EMG-to-Speech Conversion
Interspeech 2018
Investigating the Effect of Audio Duration on Dementia Detection Using Acoustic Features
Interspeech 2018
Manual and Automatic Transcriptions in Dementia Detection from Speech
Interspeech 2017
Speech-Based Detection of Alzheimerโs Disease in Conversational German
Interspeech 2016
Combination of Recurrent Neural Networks and Factored Language Models for Code-Switching Language Modeling
ACL 2013
Incremental Adaptation of Speech-to-Speech Translation
NAACL 2009
Joint Learning of Preposition Senses and Semantic Roles of Prepositional Phrases
EMNLP 2009
Correlated Bigram LSA for Unsupervised Language Model Adaptation
NeurIPS 2008
Advances in the CMU/Interact Arabic GALE Transcription System
NAACL 2007
A Geometric Interpretation of Non-Target-Normalized Maximum Cross-Channel Correlation for Vocal Activity Detection in Meetings
NAACL 2007
Bilingual-LSA Based LM Adaptation for Spoken Language Translation
ACL 2007
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Companion Volume, Short Papers
NAACL 2007
Human Language Technologies 2007: The Conference of the North American Chapter of the Association for Computational Linguistics; Proceedings of the Main Conference
NAACL 2007
Thai Grapheme-Based Speech Recognition
NAACL 2006
A Thai Speech Translation System for Medical Dialogs
NAACL 2004
Implicit Trajectory Modeling through Gaussian Transition Models for Speech Recognition
NAACL 2003
Speechalator: Two-Way Speech-to-Speech Translation in Your Hand
NAACL 2003