2 citations · 5 across the 6 of their papers we have counts for
3 papers · 1 filter
Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality
Anuj Diwan, Layne Berry, Eunsol Choi +2
Recent visuolinguistic pre-trained models show promising progress on various end tasks such as image retrieval and video captioning. Yet, they fail miserably on the recently propos…
M-SpeechCLIP: Leveraging Large-Scale, Pre-Trained Models for Multilingual Speech to Image Retrieval
Layne Berry, Yi-Jen Shih, Hsuan-Fu Wang +3
This work investigates the use of large-scale, English-only pre-trained models (CLIP and HuBERT) for multilingual image-speech retrieval. For non-English image-speech retrieval, we…
SpeechCLIP: Integrating Speech with Pre-Trained Vision and Language Model
Yi-Jen Shih, Hsuan-Fu Wang, Heng-Jui Chang +3
Data-driven speech processing models usually perform well with a large amount of text supervision, but collecting transcribed speech data is costly. Therefore, we propose SpeechCLI…