Papers by Iwona Christop
nEMO: Dataset of Emotional Speech in Polish (2024.lrec-main)
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| Challenge: | Existing datasets covering Slavic languages do not accurately represent basic emotional states. |
| Approach: | They propose to use a Polish corpus of emotional speech to represent basic emotional states. |
| Outcome: | The proposed corpus represents six emotional states in Polish, with 9 actors participating in the study. |
A Benchmark for Audio Reasoning Capabilities of Multimodal Large Language Models (2026.eacl-long)
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Iwona Christop, Mateusz Czyżnikiewicz, Paweł Skórzewski, Łukasz Bondaruk, Jakub Kubiak, Marcin Lewandowski, Marek Kubis
| Challenge: | Existing benchmarks for testing audio modality of multimodal large language models focus on testing audio tasks in isolation. |
| Approach: | They propose a new benchmark to assess multimodal large language models' ability to combine audio tasks. |
| Outcome: | The proposed benchmarks show that multimodal models can solve problems that require reasoning over audio signals with satisfactory results. |