
On the Impact of Word Error Rate on AcousticLinguistic Speech Emotion Recognition: An Update for the Deep Learning Era
Text encodings from automatic speech recognition (ASR) transcripts and a...
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Realtime Streaming WaveUNet with Temporal Convolutions for Multichannel Speech Enhancement
In this paper, we describe the work that we have done to participate in ...
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Quality at a Glance: An Audit of WebCrawled Multilingual Datasets
With the success of largescale pretraining and multilingual modeling i...
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Sparse Perturbations for Improved Convergence in Stochastic ZerothOrder Optimization
Interest in stochastic zerothorder (SZO) methods has recently been revi...
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Learning to Segment Inputs for NMT Favors CharacterLevel Processing
Most modern neural machine translation (NMT) systems rely on presegmente...
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Optimally Segmenting Inputs for NMT Shows Preference for CharacterLevel Processing
Most modern neural machine translation (NMT) systems rely on presegmente...
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Sparse Stochastic ZerothOrder Optimization with an Application to Bandit Structured Prediction
Stochastic zerothorder (SZO), or gradientfree, optimization allows to ...
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Sockeye: A Toolkit for Neural Machine Translation
We describe Sockeye (version 1.12), an opensource sequencetosequence ...
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Counterfactual Learning from Bandit Feedback under Deterministic Logging: A Case Study in Statistical Machine Translation
The goal of counterfactual learning for statistical machine translation ...
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A Shared Task on Bandit Learning for Machine Translation
We introduce and describe the results of a novel shared task on bandit l...
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Bandit Structured Prediction for Neural SequencetoSequence Learning
Bandit structured prediction describes a stochastic optimization framewo...
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Stochastic Structured Prediction under Bandit Feedback
Stochastic structured prediction under bandit feedback follows a learnin...
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Bandit Structured Prediction for Learning from Partial Feedback in Statistical Machine Translation
We present an approach to structured prediction from bandit feedback, ca...
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Artem Sokolov
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