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Aparna Joshi

2 accepted papers

2021

SEP-28k: A Dataset for Stuttering Event Detection from Podcasts with People Who Stutter

ICASSP 2021accepted

The ability to automatically detect stuttering events in speech could help speech pathologists track an individual’s fluency over time or help improve speech recognition systems for people with atypical speech patterns. Despite increasing interest in this area, existing public datasets are too small…

Cited by 0SourceScholar
2020

Zeroth Order Non-convex optimization with Dueling-Choice Bandits

UAI 2020poster

We consider a novel setting of zeroth order non-convex optimization, where in addition to querying the function value at a given point, we can also duel two points and get the point with the larger function value. We refer to this setting as optimization with dueling-choice bandits, since both direc…

Cited by 18SourcePDFScholar