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05/23/2023
Pixel Representations for Multilingual Translation and Data-efficient Cross-lingual Transfer
We introduce and demonstrate how to effectively train multilingual machi...
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01/25/2023
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation
Expressive speech-to-speech translation (S2ST) aims to transfer prosodic...
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07/14/2022
Language Modelling with Pixels
Language models are defined over a finite set of inputs, which creates a...
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07/07/2022
BibleTTS: a large, high-fidelity, multilingual, and uniquely African speech corpus
BibleTTS is a large, high-quality, open speech dataset for ten languages...
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05/07/2022
UniMorph 4.0: Universal Morphology
The Universal Morphology (UniMorph) project is a collaborative effort pr...
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12/20/2021
Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
What are the units of text that we want to model? From bytes to multi-wo...
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10/26/2021
Assessing Evaluation Metrics for Speech-to-Speech Translation
Speech-to-speech translation combines machine translation with speech sy...
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09/30/2021
A surprisal–duration trade-off across and within the world's languages
While there exist scores of natural languages, each with its unique feat...
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06/07/2021
SIGTYP 2021 Shared Task: Robust Spoken Language Identification
While language identification is a fundamental speech and language proce...
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04/16/2021
Robust Open-Vocabulary Translation from Visual Text Representations
Machine translation models have discrete vocabularies and commonly use s...
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02/02/2021
The Multilingual TEDx Corpus for Speech Recognition and Translation
We present the Multilingual TEDx corpus, built to support speech recogni...
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10/16/2020
SIGTYP 2020 Shared Task: Prediction of Typological Features
Typological knowledge bases (KBs) such as WALS (Dryer and Haspelmath, 20...
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06/20/2020
SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection
A broad goal in natural language processing (NLP) is to develop a system...
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05/28/2020
A Corpus for Large-Scale Phonetic Typology
A major hurdle in data-driven research on typology is having sufficient ...
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05/27/2020
Phone Features Improve Speech Translation
End-to-end models for speech translation (ST) more tightly couple speech...
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05/20/2020
Relative Positional Encoding for Speech Recognition and Direct Translation
Transformer models are powerful sequence-to-sequence architectures that ...
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05/02/2020
Generalized Entropy Regularization or: There's Nothing Special about Label Smoothing
Prior work has explored directly regularizing the output distributions o...
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07/23/2019
CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology
This paper presents the submission by the CMU-01 team to the SIGMORPHON ...
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06/04/2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation
Previous work on end-to-end translation from speech has primarily used f...
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06/03/2019
Fluent Translations from Disfluent Speech in End-to-End Speech Translation
Spoken language translation applications for speech suffer due to conver...
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11/07/2018
Towards Fluent Translations from Disfluent Speech
When translating from speech, special consideration for conversational s...
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10/19/2018