Colin Lea | DeepAI

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Featured Co-authors

Juergen Gall
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∙ 06/08/2023

Latent Phrase Matching for Dysarthric Speech

Many consumer speech recognition systems are not tuned for people with s...

0 Colin Lea, et al. ∙

∙ 02/17/2023

From User Perceptions to Technical Improvement: Enabling People Who Stutter to Better Use Speech Recognition

Consumer speech recognition systems do not work as well for many people ...

0 Colin Lea, et al. ∙

∙ 07/15/2022

Reflow: Automatically Improving Touch Interactions in Mobile Applications through Pixel-based Refinements

Touch is the primary way that users interact with smartphones. However, ...

0 Jason Wu, et al. ∙

∙ 02/15/2022

Nonverbal Sound Detection for Disordered Speech

Voice assistants have become an essential tool for people with various d...

0 Colin Lea, et al. ∙

∙ 06/18/2021

Analysis and Tuning of a Voice Assistant System for Dysfluent Speech

Dysfluencies and variations in speech pronunciation can severely degrade...

0 Vikramjit Mitra, et al. ∙

∙ 02/24/2021

SEP-28k: A Dataset for Stuttering Event Detection From Podcasts With People Who Stutter

The ability to automatically detect stuttering events in speech could he...

0 Colin Lea, et al. ∙

∙ 08/11/2020

Audio- and Gaze-driven Facial Animation of Codec Avatars

Codec Avatars are a recent class of learned, photorealistic face models ...

4 Alexander Richard, et al. ∙

∙ 11/16/2016

Temporal Convolutional Networks for Action Segmentation and Detection

The ability to identify and temporally segment fine-grained human action...

0 Colin Lea, et al. ∙

∙ 08/29/2016

Temporal Convolutional Networks: A Unified Approach to Action Segmentation

The dominant paradigm for video-based action segmentation is composed of...

0 Colin Lea, et al. ∙

∙ 08/08/2016

SANTIAGO: Spine Association for Neuron Topology Improvement and Graph Optimization

Developing automated and semi-automated solutions for reconstructing wir...

0 William Gray Roncal, et al. ∙

∙ 06/20/2016

Recognizing Surgical Activities with Recurrent Neural Networks

We apply recurrent neural networks to the task of recognizing surgical a...

0 Robert DiPietro, et al. ∙

∙ 02/09/2016

Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation

Joint segmentation and classification of fine-grained actions is importa...

0 Colin Lea, et al. ∙

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