TY - GEN
T1 - Recognition of Weird Tone in Chinese Communication and Improvement of Language Understanding for AI
AU - Zhao, Ran
AU - Chen, Zhe
N1 - Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2022
Y1 - 2022
N2 - A weird tone called “yin yang guai qi” has become popular among Chinese youth, especially among Internet surfers. No matter in tone or in emotion, “yin yang guai qi” is very similar to satirical tone, but has its own prosody, phrasing and emotion. Its distinctive linguistic features and unique connotation understanding make it of great significance for research. In this paper, we obtain the audio samples with “yin yang guai qi” tone from some short video websites and reading audio websites. From the acoustic perspective, we judge its existence, and use MLP neural network to simply identify the “yin yang guai qi” tone. Finally, we briefly analyze its application prospect. The results show that the “yin yang guai qi” tone does exist and has very distinct prosodic modulations that can be identified by simple deep learning algorithms. This research focuses on the preliminary exploration of “yin yang guai qi”, which has certain reference value in the future research in this field and the application of artificial intelligence.
AB - A weird tone called “yin yang guai qi” has become popular among Chinese youth, especially among Internet surfers. No matter in tone or in emotion, “yin yang guai qi” is very similar to satirical tone, but has its own prosody, phrasing and emotion. Its distinctive linguistic features and unique connotation understanding make it of great significance for research. In this paper, we obtain the audio samples with “yin yang guai qi” tone from some short video websites and reading audio websites. From the acoustic perspective, we judge its existence, and use MLP neural network to simply identify the “yin yang guai qi” tone. Finally, we briefly analyze its application prospect. The results show that the “yin yang guai qi” tone does exist and has very distinct prosodic modulations that can be identified by simple deep learning algorithms. This research focuses on the preliminary exploration of “yin yang guai qi”, which has certain reference value in the future research in this field and the application of artificial intelligence.
KW - AI
KW - Identification
KW - MLP algorithm
KW - “yin yang guai qi”
UR - https://www.scopus.com/pages/publications/85133157728
U2 - 10.1007/978-3-031-06053-3_41
DO - 10.1007/978-3-031-06053-3_41
M3 - 会议稿件
AN - SCOPUS:85133157728
SN - 9783031060526
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 599
EP - 607
BT - Cross-Cultural Design. Product and Service Design, Mobility and Automotive Design, Cities, Urban Areas, and Intelligent Environments Design - 14th International Conference, CCD 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings
A2 - Rau, Pei-Luen Patrick
PB - Springer Science and Business Media Deutschland GmbH
T2 - 14th International Conference on Cross-Cultural Design, CCD 2022 Held as Part of the 24th HCI International Conference, HCII 2022
Y2 - 26 June 2022 through 1 July 2022
ER -