Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287645148> ?p ?o ?g. }
Showing items 1 to 75 of
75
with 100 items per page.
- W4287645148 abstract "Achieving super-human performance in recognizing human speech has been a goal for several decades, as researchers have worked on increasingly challenging tasks. In the 1990's it was discovered, that conversational speech between two humans turns out to be considerably more difficult than read speech as hesitations, disfluencies, false starts and sloppy articulation complicate acoustic processing and require robust handling of acoustic, lexical and language context, jointly. Early attempts with statistical models could only reach error rates over 50% and far from human performance (WER of around 5.5%). Neural hybrid models and recent attention-based encoder-decoder models have considerably improved performance as such contexts can now be learned in an integral fashion. However, processing such contexts requires an entire utterance presentation and thus introduces unwanted delays before a recognition result can be output. In this paper, we address performance as well as latency. We present results for a system that can achieve super-human performance (at a WER of 5.0%, over the Switchboard conversational benchmark) at a word based latency of only 1 second behind a speaker's speech. The system uses multiple attention-based encoder-decoder networks integrated within a novel low latency incremental inference approach." @default.
- W4287645148 created "2022-07-25" @default.
- W4287645148 creator A5004861130 @default.
- W4287645148 creator A5007526409 @default.
- W4287645148 creator A5082064946 @default.
- W4287645148 date "2020-10-07" @default.
- W4287645148 modified "2023-09-24" @default.
- W4287645148 title "Super-Human Performance in Online Low-latency Recognition of Conversational Speech" @default.
- W4287645148 doi "https://doi.org/10.48550/arxiv.2010.03449" @default.
- W4287645148 hasPublicationYear "2020" @default.
- W4287645148 type Work @default.
- W4287645148 citedByCount "0" @default.
- W4287645148 crossrefType "posted-content" @default.
- W4287645148 hasAuthorship W4287645148A5004861130 @default.
- W4287645148 hasAuthorship W4287645148A5007526409 @default.
- W4287645148 hasAuthorship W4287645148A5082064946 @default.
- W4287645148 hasBestOaLocation W42876451481 @default.
- W4287645148 hasConcept C111919701 @default.
- W4287645148 hasConcept C118505674 @default.
- W4287645148 hasConcept C13280743 @default.
- W4287645148 hasConcept C137293760 @default.
- W4287645148 hasConcept C151730666 @default.
- W4287645148 hasConcept C154945302 @default.
- W4287645148 hasConcept C185798385 @default.
- W4287645148 hasConcept C204321447 @default.
- W4287645148 hasConcept C205649164 @default.
- W4287645148 hasConcept C2775852435 @default.
- W4287645148 hasConcept C2776214188 @default.
- W4287645148 hasConcept C2776230583 @default.
- W4287645148 hasConcept C2779343474 @default.
- W4287645148 hasConcept C28490314 @default.
- W4287645148 hasConcept C31258907 @default.
- W4287645148 hasConcept C41008148 @default.
- W4287645148 hasConcept C46637626 @default.
- W4287645148 hasConcept C61328038 @default.
- W4287645148 hasConcept C76155785 @default.
- W4287645148 hasConcept C82876162 @default.
- W4287645148 hasConcept C86803240 @default.
- W4287645148 hasConceptScore W4287645148C111919701 @default.
- W4287645148 hasConceptScore W4287645148C118505674 @default.
- W4287645148 hasConceptScore W4287645148C13280743 @default.
- W4287645148 hasConceptScore W4287645148C137293760 @default.
- W4287645148 hasConceptScore W4287645148C151730666 @default.
- W4287645148 hasConceptScore W4287645148C154945302 @default.
- W4287645148 hasConceptScore W4287645148C185798385 @default.
- W4287645148 hasConceptScore W4287645148C204321447 @default.
- W4287645148 hasConceptScore W4287645148C205649164 @default.
- W4287645148 hasConceptScore W4287645148C2775852435 @default.
- W4287645148 hasConceptScore W4287645148C2776214188 @default.
- W4287645148 hasConceptScore W4287645148C2776230583 @default.
- W4287645148 hasConceptScore W4287645148C2779343474 @default.
- W4287645148 hasConceptScore W4287645148C28490314 @default.
- W4287645148 hasConceptScore W4287645148C31258907 @default.
- W4287645148 hasConceptScore W4287645148C41008148 @default.
- W4287645148 hasConceptScore W4287645148C46637626 @default.
- W4287645148 hasConceptScore W4287645148C61328038 @default.
- W4287645148 hasConceptScore W4287645148C76155785 @default.
- W4287645148 hasConceptScore W4287645148C82876162 @default.
- W4287645148 hasConceptScore W4287645148C86803240 @default.
- W4287645148 hasLocation W42876451481 @default.
- W4287645148 hasOpenAccess W4287645148 @default.
- W4287645148 hasPrimaryLocation W42876451481 @default.
- W4287645148 hasRelatedWork W204968311 @default.
- W4287645148 hasRelatedWork W2066913438 @default.
- W4287645148 hasRelatedWork W2160788520 @default.
- W4287645148 hasRelatedWork W3034461631 @default.
- W4287645148 hasRelatedWork W3092318106 @default.
- W4287645148 hasRelatedWork W3107474891 @default.
- W4287645148 hasRelatedWork W3184187848 @default.
- W4287645148 hasRelatedWork W3197304116 @default.
- W4287645148 hasRelatedWork W4287186213 @default.
- W4287645148 hasRelatedWork W4287645148 @default.
- W4287645148 isParatext "false" @default.
- W4287645148 isRetracted "false" @default.
- W4287645148 workType "article" @default.