Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384644122> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W4384644122 abstract "Automatic speech recognition (ASR) performance has improved drastically in recent years, mainly enabled by self-supervised learning (SSL) based acoustic models such as wav2vec2 and large-scale multi-lingual training like Whisper. A huge challenge still exists for low-resource languages where the availability of both audio and text is limited. This is further complicated by the presence of multiple dialects like in Indian languages. However, many Indian languages can be grouped into the same families and share the same script and grammatical structure. This is where a lot of adaptation and fine-tuning techniques can be applied to overcome the low-resource nature of the data by utilising well-resourced similar languages. In such scenarios, it is important to understand the extent to which each modality, like acoustics and text, is important in building a reliable ASR. It could be the case that an abundance of acoustic data in a language reduces the need for large text-only corpora. Or, due to the availability of various pretrained acoustic models, the vice-versa could also be true. In this proposed special session, we encourage the community to explore these ideas with the data in two low-resource Indian languages of Bengali and Bhojpuri. These approaches are not limited to Indian languages, the solutions are potentially applicable to various languages spoken around the world." @default.
- W4384644122 created "2023-07-19" @default.
- W4384644122 creator A5004861194 @default.
- W4384644122 creator A5015791376 @default.
- W4384644122 creator A5016818004 @default.
- W4384644122 creator A5018173331 @default.
- W4384644122 creator A5023703313 @default.
- W4384644122 creator A5024665689 @default.
- W4384644122 creator A5026060508 @default.
- W4384644122 creator A5028793612 @default.
- W4384644122 creator A5031066567 @default.
- W4384644122 creator A5031545212 @default.
- W4384644122 creator A5035070389 @default.
- W4384644122 creator A5042152441 @default.
- W4384644122 creator A5042867505 @default.
- W4384644122 creator A5050977122 @default.
- W4384644122 creator A5063026661 @default.
- W4384644122 creator A5064971186 @default.
- W4384644122 creator A5069852433 @default.
- W4384644122 creator A5074258564 @default.
- W4384644122 creator A5092491177 @default.
- W4384644122 creator A5092491178 @default.
- W4384644122 date "2023-07-16" @default.
- W4384644122 modified "2023-09-27" @default.
- W4384644122 title "Model Adaptation for ASR in low-resource Indian Languages" @default.
- W4384644122 doi "https://doi.org/10.48550/arxiv.2307.07948" @default.
- W4384644122 hasPublicationYear "2023" @default.
- W4384644122 type Work @default.
- W4384644122 citedByCount "0" @default.
- W4384644122 crossrefType "posted-content" @default.
- W4384644122 hasAuthorship W4384644122A5004861194 @default.
- W4384644122 hasAuthorship W4384644122A5015791376 @default.
- W4384644122 hasAuthorship W4384644122A5016818004 @default.
- W4384644122 hasAuthorship W4384644122A5018173331 @default.
- W4384644122 hasAuthorship W4384644122A5023703313 @default.
- W4384644122 hasAuthorship W4384644122A5024665689 @default.
- W4384644122 hasAuthorship W4384644122A5026060508 @default.
- W4384644122 hasAuthorship W4384644122A5028793612 @default.
- W4384644122 hasAuthorship W4384644122A5031066567 @default.
- W4384644122 hasAuthorship W4384644122A5031545212 @default.
- W4384644122 hasAuthorship W4384644122A5035070389 @default.
- W4384644122 hasAuthorship W4384644122A5042152441 @default.
- W4384644122 hasAuthorship W4384644122A5042867505 @default.
- W4384644122 hasAuthorship W4384644122A5050977122 @default.
- W4384644122 hasAuthorship W4384644122A5063026661 @default.
- W4384644122 hasAuthorship W4384644122A5064971186 @default.
- W4384644122 hasAuthorship W4384644122A5069852433 @default.
- W4384644122 hasAuthorship W4384644122A5074258564 @default.
- W4384644122 hasAuthorship W4384644122A5092491177 @default.
- W4384644122 hasAuthorship W4384644122A5092491178 @default.
- W4384644122 hasBestOaLocation W43846441221 @default.
- W4384644122 hasConcept C120665830 @default.
- W4384644122 hasConcept C121332964 @default.
- W4384644122 hasConcept C136764020 @default.
- W4384644122 hasConcept C139807058 @default.
- W4384644122 hasConcept C154945302 @default.
- W4384644122 hasConcept C19235068 @default.
- W4384644122 hasConcept C204321447 @default.
- W4384644122 hasConcept C206345919 @default.
- W4384644122 hasConcept C2779182362 @default.
- W4384644122 hasConcept C28490314 @default.
- W4384644122 hasConcept C31258907 @default.
- W4384644122 hasConcept C41008148 @default.
- W4384644122 hasConceptScore W4384644122C120665830 @default.
- W4384644122 hasConceptScore W4384644122C121332964 @default.
- W4384644122 hasConceptScore W4384644122C136764020 @default.
- W4384644122 hasConceptScore W4384644122C139807058 @default.
- W4384644122 hasConceptScore W4384644122C154945302 @default.
- W4384644122 hasConceptScore W4384644122C19235068 @default.
- W4384644122 hasConceptScore W4384644122C204321447 @default.
- W4384644122 hasConceptScore W4384644122C206345919 @default.
- W4384644122 hasConceptScore W4384644122C2779182362 @default.
- W4384644122 hasConceptScore W4384644122C28490314 @default.
- W4384644122 hasConceptScore W4384644122C31258907 @default.
- W4384644122 hasConceptScore W4384644122C41008148 @default.
- W4384644122 hasLocation W43846441221 @default.
- W4384644122 hasOpenAccess W4384644122 @default.
- W4384644122 hasPrimaryLocation W43846441221 @default.
- W4384644122 hasRelatedWork W147166030 @default.
- W4384644122 hasRelatedWork W1593502373 @default.
- W4384644122 hasRelatedWork W3022937510 @default.
- W4384644122 hasRelatedWork W3105168542 @default.
- W4384644122 hasRelatedWork W3192589309 @default.
- W4384644122 hasRelatedWork W3204019825 @default.
- W4384644122 hasRelatedWork W4205316385 @default.
- W4384644122 hasRelatedWork W4312833533 @default.
- W4384644122 hasRelatedWork W4313156585 @default.
- W4384644122 hasRelatedWork W4382933960 @default.
- W4384644122 isParatext "false" @default.
- W4384644122 isRetracted "false" @default.
- W4384644122 workType "article" @default.