Papers with phonetic analysis
VoxCommunis: A Corpus for Cross-linguistic Phonetic Analysis (2022.lrec-1)
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| Challenge: | Until recently, the movement towards large-scale cross-linguistic phonetic research has been limited. |
| Approach: | They propose to use the VoxCommunis Corpus to facilitate cross-linguistic phonetic research . corpus contains acoustic models, pronunciation lexicons, word- and phone-level alignments . |
| Outcome: | The VoxCommunis Corpus contains acoustic models, pronunciation lexicons, word- and phone-level alignments . the corpus is free to download and use under a CC0 license . |
PRiSM: Benchmarking Phone Realization in Speech Models (2026.acl-long)
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Shikhar Bharadwaj, Chin-Jou Li, Yoonjae Kim, Kwanghee Choi, Eunjung Yeo, Ryan Soh-Eun Shim, Hanyu Zhou, Brendon Boldt, Karen Rosero, Kalvin Chang, Darsh Agrawal, Keer Xu, Chao-Han Huck Yang, Jian Zhu, Shinji Watanabe, David R. Mortensen
| Challenge: | Existing evaluations of phone recognition systems only measure surface-level transcription accuracy. |
| Approach: | They propose to standardize transcription-based evaluation and assess downstream utility in clinical, educational, and multilingual settings with transcription and representation probes. |
| Outcome: | The proposed system outperforms LALMs in clinical, educational, and multilingual settings. |
PRODIS - a Speech Database and a Phoneme-based Language Model for the Study of Predictability Effects in Polish (2024.lrec-main)
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| Challenge: | acoustic predictability is operationalised by surprisal in Polish, but cross-linguistic differences depend on prosodic system. |
| Approach: | They present a speech database and a phoneme-level language model of Polish . they aim to study contextual predictability effects on acoustic distinctiveness . |
| Outcome: | The proposed model is the first large, publicly available speech database of Polish . it is based on a light GPT architecture and can be expanded to other languages . |