2 papers
cs.LG2025
Prompting Whisper for Improved Verbatim Transcription and End-to-end Miscue Detection
Griffin Dietz Smith, Dianna Yee, Jennifer King Chen +1
Identifying mistakes (i.e., miscues) made while reading aloud is commonly approached post-hoc by comparing automatic speech recognition (ASR) transcriptions to the target reading t…
cs.HC2023
Co-ML: Collaborative Machine Learning Model Building for Developing Dataset Design Practices
Tiffany Tseng, Matt J. Davidson, Luis Morales-Navarro +5
Machine learning (ML) models are fundamentally shaped by data, and building inclusive ML systems requires significant considerations around how to design representative datasets. Y…