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09/19/2023
End-to-End Speech Recognition Contextualization with Large Language Models
In recent years, Large Language Models (LLMs) have garnered significant ...
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07/21/2023
Prompting Large Language Models with Speech Recognition Abilities
Large language models have proven themselves highly flexible, able to so...
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03/30/2023
SynthVSR: Scaling Up Visual Speech Recognition With Synthetic Supervision
Recently reported state-of-the-art results in visual speech recognition ...
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08/10/2020
Subword Regularization: An Analysis of Scalability and Generalization for End-to-End Automatic Speech Recognition
Subwords are the most widely used output units in end-to-end speech reco...
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03/01/2019
KT-Speech-Crawler: Automatic Dataset Construction for Speech Recognition from YouTube Videos
In this paper, we describe KT-Speech-Crawler: an approach for automatic ...
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02/28/2019
Incorporating End-to-End Speech Recognition Models for Sentiment Analysis
Previous work on emotion recognition demonstrated a synergistic effect o...
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04/06/2018
On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks
Speech emotion recognition (SER) is an important aspect of effective hum...
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04/03/2018
EmoRL: Continuous Acoustic Emotion Classification using Deep Reinforcement Learning
Acoustically expressed emotions can make communication with a robot more...
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03/30/2018
GradAscent at EmoInt-2017: Character- and Word-Level Recurrent Neural Network Models for Tweet Emotion Intensity Detection
The WASSA 2017 EmoInt shared task has the goal to predict emotion intens...
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03/30/2018
Reusing Neural Speech Representations for Auditory Emotion Recognition
Acoustic emotion recognition aims to categorize the affective state of t...
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03/30/2018
Automatically augmenting an emotion dataset improves classification using audio
In this work, we tackle a problem of speech emotion classification. One ...
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03/14/2018