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Found 7 papers, 1 papers with code
UserLibri: A Dataset for ASR Personalization Using Only Text
We experiment on a user-clustered LibriSpeech corpus, supplemented with personalized text-only data for each user from Project Gutenberg.
Building Machine Translation Systems for the Next Thousand Languages
In this paper we share findings from our effort to build practical machine translation (MT) systems capable of translating across over one thousand languages.
Scaling Language Model Size in Cross-Device Federated Learning
Most studies in cross-device federated learning focus on small models, due to the server-client communication and on-device computation bottlenecks.
Mining Large-Scale Low-Resource Pronunciation Data From Wikipedia
Pronunciation modeling is a key task for building speech technology in new languages, and while solid grapheme-to-phoneme (G2P) mapping systems exist, language coverage can stand to be improved.
Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus
Large text corpora are increasingly important for a wide variety of Natural Language Processing (NLP) tasks, and automatic language identification (LangID) is a core technology needed to collect such datasets in a multilingual context.
Writing Across the World's Languages: Deep Internationalization for Gboard, the Google Keyboard
Today, Gboard supports 900+ language varieties across 70+ writing systems, and this report describes how and why we have been adding support for hundreds of language varieties from around the globe.
Automatic Keyboard Layout Design for Low-Resource Latin-Script Languages
For many speakers, one of the barriers in accessing and creating text content on the web is the absence of input tools for their language.
