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- 01HAPD8QHD7J4MTG9Z5KKQD9N5 classification P1.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 date "2023".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 language "eng".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 type conference.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 hasPart 01HAPDBD3TK3SZ0KVMGWSDT80G.pdf.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 hasPart urn:uuid:e0f56b6a-2a30-4455-b03c-6e139068dbd5.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 subject "Medicine and Health Sciences".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 doi "10.21437/interspeech.2023-1868".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 issn "2308-457X".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 presentedAt urn:uuid:eed50fb1-14d1-4b89-9b00-21b3e27fc405.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 abstract "In this paper, we analyze the behavior of speaker embeddings of patients during oral cancer treatment. First, we found that pre- and post-treatment speaker embeddings differ significantly, notifying a substantial change in voice characteristics. However, a partial recovery to pre-operative voice traits is observed after 12 months post-operation. Secondly, the same-speaker similarity at distinct treatment stages is similar to healthy speakers, indicating that the embeddings can capture characterizing features of even severely impaired speech. Finally, a speaker verification analysis signifies a stable false positive rate and variable false negative rate when combining speech samples of different treatment stages. This indicates robustness of the embeddings towards other speakers, while still capturing the changing voice characteristics during treatment. To the best of our knowledge, this is the first analysis of speaker embeddings during oral cancer treatment of patients.".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 author 345DF3F8-F0EE-11E1-A9DE-61C894A0A6B4.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 author FF641DCA-760F-11E6-9590-2904B5D1D7B1.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 author urn:uuid:1f50fd64-0215-4415-b912-f7f144f823fb.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 dateCreated "2023-09-19T09:45:13Z".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 dateModified "2024-11-28T00:16:53Z".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 name "Behavioral analysis of pathological speaker embeddings of patients during oncological treatment of oral cancer".
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 pagination urn:uuid:f01ec48e-a977-4354-b780-2cd500864d5c.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 publisher urn:uuid:fbc61413-ad36-4a06-a577-dab8c56c55b4.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 sameAs LU-01HAPD8QHD7J4MTG9Z5KKQD9N5.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 sourceOrganization urn:uuid:e69a60ac-55df-4f3d-ba8f-675ffa6d0761.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 sourceOrganization urn:uuid:f186216c-b666-4062-aa7f-2592d5079796.
- 01HAPD8QHD7J4MTG9Z5KKQD9N5 type P1.