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pro vyhledávání: '"Dialog act"'
Autor:
Chang, Feng-Ju, Muniyappa, Thejaswi, Sathyendra, Kanthashree Mysore, Wei, Kai, Strimel, Grant P., McGowan, Ross
Personalization in multi-turn dialogs has been a long standing challenge for end-to-end automatic speech recognition (E2E ASR) models. Recent work on contextual adapters has tackled rare word recognition using user catalogs. This adaptation, however,
Externí odkaz:
http://arxiv.org/abs/2303.17799
Autor:
Pengfei, Gao, Yinglong, Ma
Dialog Act (DA) reveals the general intent of the speaker utterance in a conversation. Accurately predicting DAs can greatly facilitate the development of dialog agents. Although researchers have done extensive research on dialog act classification,
Externí odkaz:
http://arxiv.org/abs/2204.06185
Akademický článek
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Dialog acts can be interpreted as the atomic units of a conversation, more fine-grained than utterances, characterized by a specific communicative function. The ability to structure a conversational transcript as a sequence of dialog acts -- dialog a
Externí odkaz:
http://arxiv.org/abs/2107.02294
The success of interactive dialog systems is usually associated with the quality of the spoken language understanding (SLU) task, which mainly identifies the corresponding dialog acts and slot values in each turn. By treating utterances in isolation,
Externí odkaz:
http://arxiv.org/abs/2109.01267
Publikováno v:
In Pattern Recognition Letters January 2023 165:77-83
In a dialog system, dialog act recognition and sentiment classification are two correlative tasks to capture speakers intentions, where dialog act and sentiment can indicate the explicit and the implicit intentions separately. The dialog context info
Externí odkaz:
http://arxiv.org/abs/2012.13260
In dialog system, dialog act recognition and sentiment classification are two correlative tasks to capture speakers intentions, where dialog act and sentiment can indicate the explicit and the implicit intentions separately. Most of the existing syst
Externí odkaz:
http://arxiv.org/abs/2008.06914
Spoken language understanding, which extracts intents and/or semantic concepts in utterances, is conventionally formulated as a post-processing of automatic speech recognition. It is usually trained with oracle transcripts, but needs to deal with err
Externí odkaz:
http://arxiv.org/abs/2004.11419
ISO 24617-2, the standard for dialog act annotation, defines a hierarchically organized set of general-purpose communicative functions. The automatic recognition of these functions, although practically unexplored, is relevant for a dialog system, si
Externí odkaz:
http://arxiv.org/abs/2003.03556