Search Results for author: Yael Segal

Found 4 papers, 2 papers with code

DDKtor: Automatic Diadochokinetic Speech Analysis

1 code implementation29 Jun 2022 Yael Segal, Kasia Hitczenko, Matthew Goldrick, Adam Buchwald, Angela Roberts, Joseph Keshet

These segmentations predicted by the models are used to obtain measures of speech rate and sound duration.

DeepFry: Identifying Vocal Fry Using Deep Neural Networks

1 code implementation31 Mar 2022 Bronya R. Chernyak, Talia Ben Simon, Yael Segal, Jeremy Steffman, Eleanor Chodroff, Jennifer S. Cole, Joseph Keshet

The classifier is implemented as a multi-headed fully-connected network trained to detect creaky voice, voicing, and pitch, where the last two are used to refine creak prediction.

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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