Zobrazeno 1 - 10
of 15
pro vyhledávání: '"Hong-Kwang J. Kuo"'
Publikováno v:
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5882d652515cde51530e97bb2d55ad4b
https://doi.org/10.1109/icassp49357.2023.10095622
https://doi.org/10.1109/icassp49357.2023.10095622
Publikováno v:
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::849a3bbd1f1f108559ac4df9327bfe9b
https://doi.org/10.1109/icassp49357.2023.10094997
https://doi.org/10.1109/icassp49357.2023.10094997
Compared to hybrid automatic speech recognition (ASR) systems that use a modular architecture in which each component can be independently adapted to a new domain, recent end-to-end (E2E) ASR system are harder to customize due to their all-neural mon
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::6644f6c216ee03e6d48cae1293cc200e
http://arxiv.org/abs/2202.13155
http://arxiv.org/abs/2202.13155
The lack of speech data annotated with labels required for spoken language understanding (SLU) is often a major hurdle in building end-to-end (E2E) systems that can directly process speech inputs. In contrast, large amounts of text data with suitable
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e4f94b4c88137733a0ebfbf85f9af626
Autor:
Zoltán Tüske, Sachindra Joshi, Samuel Thomas, Brian Kingsbury, Hong-Kwang J. Kuo, Jatin Ganhotra, George Saon
End-to-end spoken language understanding (SLU) systems that process human-human or human-computer interactions are often context independent and process each turn of a conversation independently. Spoken conversations on the other hand, are very much
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::e3ea2a5d9d0e9befb147ae4ad8d44aa3
http://arxiv.org/abs/2108.08405
http://arxiv.org/abs/2108.08405
Autor:
Brian Kingsbury, Hong-Kwang J. Kuo, Zvi Kons, Ron Hoory, Gakuto Kurata, Samuel Thomas, Zoltán Tüske, George Saon
Publikováno v:
ICASSP
We present a comprehensive study on building and adapting RNN transducer (RNN-T) models for spoken language understanding(SLU). These end-to-end (E2E) models are constructed in three practical settings: a case where verbatim transcripts are available
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f36e4ecc2425c283e66923ba50cedeeb
https://doi.org/10.1109/icassp39728.2021.9414029
https://doi.org/10.1109/icassp39728.2021.9414029
Publikováno v:
ICASSP
Transformer networks and self-supervised pre-training have consistently delivered state-of-art results in the field of natural language processing (NLP); however, their merits in the field of spoken language understanding (SLU) still need further inv
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a0e2f52c5ef493d0a61989a55a633f22
http://arxiv.org/abs/2011.08238
http://arxiv.org/abs/2011.08238
Autor:
Kartik Audhkhasi, Luis A. Lastras, Zoltán Tüske, Yinghui Huang, Zvi Kons, Samuel Thomas, Brian Kingsbury, Hong-Kwang J. Kuo, Gakuto Kurata, Ron Hoory
Publikováno v:
INTERSPEECH
An essential component of spoken language understanding (SLU) is slot filling: representing the meaning of a spoken utterance using semantic entity labels. In this paper, we develop end-to-end (E2E) spoken language understanding systems that directly
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ae16fc2d5690be35db90fd0445ff9fdb
https://doi.org/10.21437/interspeech.2020-2924
https://doi.org/10.21437/interspeech.2020-2924
Publikováno v:
INTERSPEECH
We describe a collection of acoustic and language modeling techniques that lowered the word error rate of our English conversational telephone LVCSR system to a record 6.6% on the Switchboard subset of the Hub5 2000 evaluation testset. On the acousti
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9b47cf76418cefe869048f1b286bd5a5
https://doi.org/10.21437/interspeech.2016-1460
https://doi.org/10.21437/interspeech.2016-1460
Publikováno v:
INTERSPEECH
We describe the latest improvements to the IBM English conversational telephone speech recognition system. Some of the techniques that were found beneficial are: maxout networks with annealed dropout rates; networks with a very large number of output
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::471121fad3d36e074b9651b4cb90f76d