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1
Knowledge Augmented BERT Mutual Network in Multi-turn Spoken Dialogues ...
Wu, Ting-Wei; Juang, Biing-Hwang. - : arXiv, 2022
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2
A Label-Aware BERT Attention Network for Zero-Shot Multi-Intent Detection in Spoken Language Understanding ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.399/ Abstract: With the early success of query-answer assistants such as Alexa and Siri, research attempts to expand system capabilities of handling service automation are now abundant. However, preliminary systems have quickly found the inadequacy in relying on simple classification techniques to effectively accomplish the automation task. The main challenge is that the dialogue often involves complexity in user’s intents (or purposes) which are multiproned, subject to spontaneous change, and difficult to track. Furthermore, public datasets have not considered these complications and the general semantic annotations are lacking which may result in zero-shot problem. Motivated by the above, we propose a Label-Aware BERT Attention Network (LABAN) for zero-shot multi-intent detection. We first encode input utterances with BERT and construct a label embedded space by considering embedded semantics in intent labels. An input utterance is then ...
Keyword: Computational Linguistics; Conversational Agent; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Natural Language Understanding
URL: https://dx.doi.org/10.48448/c470-pm50
https://underline.io/lecture/37352-a-label-aware-bert-attention-network-for-zero-shot-multi-intent-detection-in-spoken-language-understanding
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3
Enhancement of residual echo for robust acoustic echo cancellation
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 20 (2012) 1, 175-189
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OLC Linguistik
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4
Automatic speech recognition based on non-uniform error criteria
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 20 (2012) 3, 780-793
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OLC Linguistik
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5
Index-based incremental language model for scalable directory assistance
In: Speech communication. - Amsterdam [u.a.] : Elsevier 54 (2012) 3, 351-367
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OLC Linguistik
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6
Design of loss functions and feature transformation for minimum classification error based automatic speech recognition
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7
Speech dereverberation based on maximum-likelihood estimation with time-varying Gaussian source model
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 16 (2008) 8, 1512-1527
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8
Speech analysis in a model of the central auditory system
In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 15 (2007) 6, 1802-1817
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OLC Linguistik
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9
Pattern recognition in speech and language processing
Wright, Jeremy H. (Mitarb.); Och, Franz Joseph (Mitarb.); Abella, Alicia (Mitarb.). - Boca Raton [u.a.] : CRC Press, 2003
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UB Frankfurt Linguistik
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10
Speech synthesis
Juang, Biing-Hwang (Mitarb.); Takano, Satoshi (Mitarb.); Tanaka, Kimihito (Mitarb.)...
In: Institute of Electrical and Electronics Engineers. IEEE transactions on speech and audio processing. - New York, NY : Inst. 9 (2001) 1, 1-66
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11
Filtering the time sequences of spectral parameters for speech recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 22 (1997) 4, 315-332
OLC Linguistik
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12
Filtering the time sequences of spectral parameters for speech recognition
In: Speech communication. - Amsterdam [u.a.] : Elsevier 22 (1997) 4, 315-332
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13
A study on robust utterance verification for connected digits recognition
In: Acoustical Society of America. The journal of the Acoustical Society of America. - Melville, NY : AIP 101 (1997) 5,1, 2892-2902
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14
Automatic speech and speaker recognition : advanced topics
Gopalakrishnan, P.S. (Mitarb.); Alleva, Fileno A. (Mitarb.); Lee, Chin-Hui (Hrsg.). - Boston [u.a.] : Kluwer, 1996
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UB Frankfurt Linguistik
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15
Speech recognition
In: Modern methods of speech processing. - Boston [u.a.] : Kluwer (1995), 121-275
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16
A study on minimum error discriminative training for speaker recognition
In: Acoustical Society of America. The journal of the Acoustical Society of America. - Melville, NY : AIP 97 (1995) 1, 637-648
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17
Fundamentals of speech recognition
Rabiner, Lawrence R.; Juang, Biing-Hwang. - Englewood Cliffs, NJ : Prentice Hall, 1993
UB Frankfurt Linguistik
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18
Recent results on hidden Markov models
Rabiner, Lawrence R. (Mitarb.); Juang, Biing-Hwang (Mitarb.); Schwartz, Richard M. (Mitarb.)...
In: Speech recognition and understanding. - Berlin [u.a.] : Springer (1992), 3-130
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19
Recognition and verification
Shikano, Kiyohiro (Mitarb.); Itakura, Fumitada (Mitarb.); Ghitza, Oded (Mitarb.)...
In: Advances in speech signal processing. - New York [u.a.] : Dekker (1992), 417-738
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20
Speech recognition in adverse environment
In: Computer speech and language. - Amsterdam [u.a.] : Elsevier 5 (1991) 3, 275-294
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