no code implementations • 27 Oct 2021 • Kwanghee Choi, Martin Kersner, Jacob Morton, Buru Chang
Improving the performance of on-device audio classification models remains a challenge given the computational limits of the mobile environment.
Ranked #7 on Audio Classification on FSD50K
no code implementations • 19 Nov 2019 • Sungjoo Ha, Martin Kersner, Beomsu Kim, Seokjun Seo, Dongyoung Kim
When there is a mismatch between the target identity and the driver identity, face reenactment suffers severe degradation in the quality of the result, especially in a few-shot setting.
3 code implementations • 8 Apr 2019 • Seungwoo Choi, Seokjun Seo, Beomjun Shin, Hyeongmin Byun, Martin Kersner, Beomsu Kim, Dongyoung Kim, Sungjoo Ha
In addition, we release the implementation of the proposed and the baseline models including an end-to-end pipeline for training models and evaluating them on mobile devices.
Ranked #14 on Keyword Spotting on Google Speech Commands (Google Speech Commands V2 12 metric)
2 code implementations • 8 Apr 2019 • Seokjun Seo, Seungwoo Choi, Martin Kersner, Beomjun Shin, Hyungsuk Yoon, Hyeongmin Byun, Sungjoo Ha
We tackle the problem of automatic portrait matting on mobile devices.