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08/04/2023
Speaker Diarization of Scripted Audiovisual Content
The media localization industry usually requires a verbatim script of th...
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05/22/2023
Improving Isochronous Machine Translation with Target Factors and Auxiliary Counters
To translate speech for automatic dubbing, machine translation needs to ...
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02/25/2023
Jointly Optimizing Translations and Speech Timing to Improve Isochrony in Automatic Dubbing
Automatic dubbing (AD) is the task of translating the original speech in...
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12/23/2022
Dubbing in Practice: A Large Scale Study of Human Localization With Insights for Automatic Dubbing
We investigate how humans perform the task of dubbing video content from...
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10/11/2022
Improving Robustness of Retrieval Augmented Translation via Shuffling of Suggestions
Several recent studies have reported dramatic performance improvements i...
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10/10/2022
Improving Retrieval Augmented Neural Machine Translation by Controlling Source and Fuzzy-Match Interactions
We explore zero-shot adaptation, where a general-domain model has access...
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09/27/2022
Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric
We hypothesize that existing sentence-level machine translation (MT) met...
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09/29/2021
Improving Arabic Diacritization by Learning to Diacritize and Translate
We propose a novel multitask learning method for diacritization which tr...
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08/11/2020
Paraphrase Generation as Zero-Shot Multilingual Translation: Disentangling Semantic Similarity from Lexical and Syntactic Diversity
Recent work has shown that a multilingual neural machine translation (NM...
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04/30/2020
Automatic Machine Translation Evaluation in Many Languages via Zero-Shot Paraphrasing
We propose the use of a sequence-to-sequence paraphraser for automatic m...
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04/30/2020
Simulated Multiple Reference Training Improves Low-Resource Machine Translation
Many valid translations exist for a given sentence, and yet machine tran...
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04/30/2020
Exploiting Sentence Order in Document Alignment
In this work, we exploit the simple idea that a document and its transla...
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06/05/2019
Fusion of Mobile Device Signal Data Attributes Enables Multi-Protocol Entity Resolution and Enhanced Large-Scale Tracking
Use of persistent identifiers in wireless communication protocols is a k...
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09/14/2018