Speaker-turn aware diarization for speech-based cognitive assessments
Sean Shensheng Xu, Xiaoquan Ke, Man-Wai Mak, Ka Ho Wong, Helen Meng, Timothy C. Y. Kwok, Jason Gu, Jian Zhang, Wei Tao, Chunqi Chang · 2024
Read Speaker-turn aware diarization for speech-based cognitive assessments by Sean Shensheng Xu, Xiaoquan Ke, Man-Wai Mak, Ka Ho Wong, Helen Meng, Timothy C. Y. Kwok, Jason Gu, Jian Zhang, Wei Tao, Chunqi Chang (2024) in the Tower of Babel, a free online library of public-domain works preserved in clean, searchable text. No sign-up. The full text is served as a plain-text file at a predictable URL, where text is present: https://antarctic-labs.com/tower-of-babel/pmc-10824834.txt.
Description
Sean Shensheng Xu and co-authors sort who speaks in mind tests in a 2024 study; the head of the paper bears 2023, though the catalog lists 2024. Such tests are talks, and a care call needs the turns kept straight, yet far mics blur each voice.
Three mends are made to the stock sorter. A front part reads voice marks at more than one scale, with a squeeze craft to hold them true. A whole-talk check then scores each snip pair by the full tale, not the spot lone. A pair score mixes near and far marks in one grid. On a set of such talks the mends beat the stock ways in all clash kinds: tongue, age, and mic. True turn stamps came with the win.
Catalog record
| CREATOR | Sean Shensheng Xu, Xiaoquan Ke, Man-Wai Mak, Ka Ho Wong, Helen Meng, Timothy C. Y. Kwok, Jason Gu, Jian Zhang, Wei Tao, Chunqi Chang |
|---|---|
| YEAR | 2024 |
| COLLECTION | PAPERS |
| FORMAT | TXT |
| FILE SIZE | 50 KB |
| VERSION | 1.0 |
| LICENSE | CC BY 4.0 |
| RIGHTS | CC BY |
| SOURCE | Europe PMC |