Sotabase

Career

· Postdoctoral Scholar in Computer Science, Stanford University2024–
· Visiting Researcher, Delft University of Technology
· Visiting Researcher, Stanford NLP group
· PhD Student, University of Groningen
· Visiting Researcher, University of Pennsylvania

Publications (44)

Making More of Little Data: Improving Low-Resource Automatic Speech Recognition Using Data Augmentation
Annual Meeting of the Association for Computational Linguistics · 2023
63
cited
Adapting Monolingual Models: Data can be Scarce when Language Similarity is High
Findings · 2021
25
cited
A New Acoustic-Based Pronunciation Distance Measure
Frontiers in Artificial Intelligence · 2020
21
cited
Leveraging Pre-Trained Representations to Improve Access to Untranscribed Speech from Endangered Languages
Automatic Speech Recognition & Understanding · 2021
19
cited
ML-SUPERB 2.0: Benchmarking Multilingual Speech Models Across Modeling Constraints, Languages, and Datasets
Interspeech · 2024
19
cited
Quantifying Language Variation Acoustically with Few Resources
North American Chapter of the Association for Computational Linguistics · 2022
16
cited
Leveraging supplementary text data to kick-start automatic speech recognition system development with limited transcriptions
COMPUTEL · 2023
10
cited
Automated speech tools for helping communities process restricted-access corpora for language revival efforts
COMPUTEL · 2022
8
cited
Leveraging neural representations for facilitating access to untranscribed speech from endangered languages
arXiv.org · 2021
8
cited
Neural Representations for Modeling Variation in English Speech
arXiv.org · 2020
5
cited
BLAB: Brutally Long Audio Bench
arXiv.org · 2025
4
cited
Improving Cross-domain Authorship Attribution by Combining Lexical and Syntactic Features
Conference and Labs of the Evaluation Forum · 2019
4
cited
Measuring foreign accent strength using an acoustic distance measure
2020
2
cited
OLMoASR: Open Models and Data for Training Robust Speech Recognition Models
arXiv.org · 2025
2
cited
False Friends Are Not Foes: Investigating Vocabulary Overlap in Multilingual Language Models
Conference on Empirical Methods in Natural Language Processing · 2025
1
cited
Minority language happiness: the link between social inclusion, well-being, and speaking a regional language in the northern Netherlands
Ampersand · 2024
1
cited
Representing Low-Resource Languages and Dialects: Improved Neural Methods for Spoken Language Processing
1
cited
Bilingual engagement and cognition across the adult lifespan: Insights from regional minority language speakers in the north of the Netherlands
Bilingualism: Language and Cognition · 2025
Categorize Early, Integrate Late: Divergent Processing Strategies in Automatic Speech Recognition
2026
Constructing Datasets From Public Police Body Camera Footage
IEEE International Conference on Acoustics, Speech, and Signal Processing · 2025
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Martijn Bartelds | Researcher Profile | Sotabase | Sotabase