Speculative Speech Recognition by Audio-Prefixed Low-Rank Adaptation of Language Models
This paper explores speculative speech recognition (SSR), where we empower
conventional automatic speech recognition (ASR) with speculation capabilities, allowing the …
conventional automatic speech recognition (ASR) with speculation capabilities, allowing the …
Machine learning in agricultural economics
With the substantial growth in novel data sources and computational power, machine
learning holds great potential for economic analysis. However, like any new approach, the …
learning holds great potential for economic analysis. However, like any new approach, the …
[HTML][HTML] SECRETS: Subject-efficient clinical randomized controlled trials using synthetic intervention
Background: The parallel-group randomized controlled trial (RCT) is commonly used in
Phase-3 clinical trials to establish treatment effectiveness but requires hundreds-to …
Phase-3 clinical trials to establish treatment effectiveness but requires hundreds-to …
Please, Don't Forget the Difference and the Confidence Interval when Seeking for the State-of-the-Art Status
Y Bestgen - arxiv preprint arxiv:2205.11134, 2022 - arxiv.org
This paper argues for the widest possible use of bootstrap confidence intervals for
comparing NLP system performances instead of the state-of-the-art status (SOTA) and …
comparing NLP system performances instead of the state-of-the-art status (SOTA) and …
Modeling dependent structure for utterances in ASR evaluation
The bootstrap resampling method has been popular for performing significance analysis on
word error rate (WER) in automatic speech recognition (ASR) evaluation. To deal with …
word error rate (WER) in automatic speech recognition (ASR) evaluation. To deal with …
Designing Efficient Clinical Randomized Controlled Trials with Limited Data Using Artificial Intelligence
S Lala - 2024 - search.proquest.com
Approximately 10K diseases affect the population worldwide, yet only a small fraction of
these diseases has some form of treatment, resulting in poor quality of life and shorter …
these diseases has some form of treatment, resulting in poor quality of life and shorter …