Art

J-GLOBAL ID：202002228505669547   Reference number：20A0460162

Machine Learning and Speech Generation: Progress of Speech Waveform Modeling

《第9回》機械学習と音声生成:音声波形モデリングの進展

Author (1)： TODA TOMOKI (名古屋大学情報基盤センター)
Material： 計測と制御  (Journal of the Society of Instrument and Control Engineers)
Volume： 58  Issue： 12  Page： 951-954(J-STAGE)  Publication year： 2019 
JST Material Number： F0131A  ISSN： 0453-4662  CODEN： KESEA  Document type： Article
Article type： 解説  Country of issue： Japan (JPN)  Language： JAPANESE (JA)

Thesaurus term： *waveform ,  *modeling ,  filter ,  inductive learning ,  methodology ,  speech synthesis ,  Machine Learning ,  *speech waveform ,  *wave form modeling ,  probabilistic ,  DNN-based speech synthesis
Semi thesaurus term： probabilistic method ,  case base learning ,  Deep Learning in Speech Synthesis

Author keywords (6)： 音声波形モデリング ,  ボコーダ ,  深層学習 ,  speech waveform modeling ,  vocoder ,  deep learning

JST classification (2)： Speach processing  (JE05000E) ,  Artificial intelligence  (JE08000Z)

Reference (20)：

• 1) H. Dudley: Remaking Speech, J. Acoust. Soc. Am., 11-2, 169/177 (1939)
• 2) F. Itakura and S. Saito: Analysis Synthesis Telephony Based Upon the Maximum Likelihood Method, Proc. ICA, C-5-5, C17/20 (1968)
• 3) A. K. Syrdal, C. W. Wightman, A. Conkie, Y. Stylianou, M. Beutnagel, J. Schroeter, V. Strom, K.-S. Lee, and M. J. Makashay: Corpus-Based Techniques in the AT&T NextGen Synthesis System, <i>Proc. INTERSPEECH</i>, <b>3</b>, 410/415 (2000)
• 4) A. van den Oord, S. Dieleman, H. Zen, K. Simonyan, O. Vinyals, A. Graves, N. Kalchbrenner, A. W. Senior, and K. Kavukcuoglu: WaveNet: a Generative Model for Raw Audio, arXiv preprint, arXiv:1609.03499, 15 pages (2016)
• 5) H. Kawahara, I. Masuda-Katsuse, and A.de Cheveigné: Restructuring Speech Representations Using a Pitch-Adaptive Time-Frequency Smoothing and an Instantaneous-Frequency-Based F₀ Extraction: Possible Role of a Repetitive Structure in Sounds, Speech Communication, 27-3-4, 187/207 (1999)

Terms in the title (5)： 機械学習 ,  音声生成 ,  音声波形 ,  モデリング ,  進展