Niclas Pokel

According to our database, Niclas Pokel authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

When Audio-Language Models Fail to Leverage Multimodal Context for Dysarthric Speech Recognition.

Pehuen Moure, Niclas Pokel, Bilal Bounajma, Yingqiang Gao, Roman Böhringer, Longbiao Cheng, Shih-Chii Liu

CoRR, May, 2026

Demonstration of Adapt4Me: An Uncertainty-Aware Authoring Environment for Personalizing Automatic Speech Recognition to Non-normative Speech.

Niclas Pokel, Yiming Zhao, Pehuen Moure, Yingqiang Gao, Roman Böhringer

CoRR, March, 2026

2025

Variational Low-Rank Adaptation for Personalized Impaired Speech Recognition.

Niclas Pokel, Pehuen Moure, Roman Böhringer, Shih-Chii Liu, Yingqiang Gao

CoRR, September, 2025

Data-Efficient ASR Personalization for Non-Normative Speech Using an Uncertainty-Based Phoneme Difficulty Score for Guided Sampling.

Niclas Pokel, Pehuen Moure, Roman Böhringer, Yingqiang Gao

CoRR, September, 2025

Adapting Foundation Speech Recognition Models to Impaired Speech: A Semantic Re-chaining Approach for Personalization of German Speech.

Niclas Pokel, Pehuen Moure, Roman Böhringer, Yingqiang Gao

CoRR, June, 2025