Hanna Ehlert

dblp:315/6308 · DBLP profile ↗
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7ranked-venue papers
0as first author
7since 2021 · last 2025
0000-0002-1672-9299ORCID · verified

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Artificial intelligence and machine learning · 7 · 7 since 2021Graphics, computer vision, multimedia, augmented reality and games · 7 · 7 since 2021
YearPublicationVenuePosition
2025 Reliability of Lexical Richness Measures for ASR-Based Children's Speech Assessment
abstract
Early language acquisition is vital for child cognitive and social development. Timely identification of language delays enables effective interventions. Traditional Language Sample Analysis (LSA) methods, the gold standard for assessing language acquisition, are time-consuming, making automation a promising alternative. Yet, analyzing spontaneous speech for linguistic features is hard due to errors from spoken language processing (SLP) systems. This study uses the KidsTALC dataset to explore the link between SLP performance and LSA measures of early language acquisition. We use a child-adapted ASR model to assess LSA measures, focusing on lexical diversity, on both human and machine transcripts. Our findings show that some LSA measures, like HD-D and vocd-D, are robust to imperfect ASR, with correlations over 0.9. This suggests that ASR-driven LSA, with proper methods and metric selection, can offer valuable insights for early language evaluation and aid in therapy decisions.
Imen Talbi, Christopher Gebauer, Lars Rumberg, Edith Beaulac, Hanna Ehlert, Jörn Ostermann
ASRU5
2025 Grammatical Error Detection on Spontaneous Children's Speech Using Iterative Pseudo Labeling
Christopher Gebauer, Lars Rumberg, Lars Köhn, Hanna Ehlert, Edith Beaulac, Jörn Ostermann
INTERSPEECH4
2023 Exploiting Diversity of Automatic Transcripts from Distinct Speech Recognition Techniques for Children's Speech
Christopher Gebauer, Lars Rumberg, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
INTERSPEECH3
2023 Uncertainty Estimation for Connectionist Temporal Classification Based Automatic Speech Recognition
Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Maren Wallbaum, Ulrike Lüdtke, Jörn Ostermann
INTERSPEECH3
2022 Improving Phonetic Transcriptions of Children's Speech by Pronunciation Modelling with Constrained CTC-Decoding
Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
INTERSPEECH3
2022 kidsTALC: A Corpus of 3- to 11-year-old German Children's Connected Natural Speech
Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Maren Wallbaum, Lena Bornholt, Jörn Ostermann, Ulrike Lüdtke
INTERSPEECH3
2021 Age-Invariant Training for End-to-End Child Speech Recognition Using Adversarial Multi-Task Learning
Lars Rumberg, Hanna Ehlert, Ulrike Lüdtke, Jörn Ostermann
Interspeech2