Search Results for author: Martin Kersner

Found 4 papers, 2 papers with code

Temporal Knowledge Distillation for On-device Audio Classification

no code implementations27 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.

Audio Classification Event Detection +2

MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets

no code implementations19 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.

Disentanglement Face Reenactment

Temporal Convolution for Real-time Keyword Spotting on Mobile Devices

3 code implementations8 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)

Keyword Spotting

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