Search Results for author: Tzeviya Sylvia Fuchs

Found 4 papers, 1 papers with code

Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels

1 code implementation30 Mar 2023 Tzeviya Sylvia Fuchs, Yedid Hoshen

We use a thresholding function on the temporal gradient magnitude to define a psuedo-label for wordness.

Pseudo Label Segmentation

THOR: Threshold-Based Ranking Loss for Ordinal Regression

no code implementations10 May 2022 Tzeviya Sylvia Fuchs, Joseph Keshet

In this work, we present a regression-based ordinal regression algorithm for supervised classification of instances into ordinal categories.

regression

CNN-based Spoken Term Detection and Localization without Dynamic Programming

no code implementations7 Mar 2021 Tzeviya Sylvia Fuchs, Yael Segal, Joseph Keshet

In this paper, we propose a spoken term detection algorithm for simultaneous prediction and localization of in-vocabulary and out-of-vocabulary terms within an audio segment.

Word Embeddings

SpeechYOLO: Detection and Localization of Speech Objects

no code implementations14 Apr 2019 Yael Segal, Tzeviya Sylvia Fuchs, Joseph Keshet

In this paper, we propose to apply object detection methods from the vision domain on the speech recognition domain, by treating audio fragments as objects.

General Classification Keyword Spotting +5

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