D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 61 Citations 13,512 364 World Ranking 1442 National Ranking 11

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Speech recognition
  • Machine learning

Junichi Yamagishi mostly deals with Speech synthesis, Speech recognition, Hidden Markov model, Artificial intelligence and Natural language processing. The study incorporates disciplines such as Duration, Spoofing attack, Acoustic model, Speech processing and Waveform in addition to Speech synthesis. His Speech recognition study combines topics from a wide range of disciplines, such as Feature extraction and Perception.

He combines subjects such as Speaker diarisation, Speaker adaptation, Emotional expression, Sound quality and Signal with his study of Hidden Markov model. His research investigates the connection between Artificial intelligence and topics such as Pattern recognition that intersect with problems in Regression analysis, Cluster analysis and Linear regression. The concepts of his Natural language processing study are interwoven with issues in Speaking style, Relation, Database, Information processing and Robustness.

His most cited work include:

  • The HMM-based speech synthesis system (HTS) version 2.0. (321 citations)
  • Analysis of Speaker Adaptation Algorithms for HMM-Based Speech Synthesis and a Constrained SMAPLR Adaptation Algorithm (307 citations)
  • Spoofing and countermeasures for speaker verification (280 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Speech recognition, Speech synthesis, Artificial intelligence, Hidden Markov model and Natural language processing. His work is dedicated to discovering how Speech recognition, Waveform are connected with Filter and other disciplines. His study in the field of Speech corpus also crosses realms of Naturalness.

His Artificial intelligence study incorporates themes from Machine learning, Computer vision and Pattern recognition. His Hidden Markov model study integrates concerns from other disciplines, such as Emotional expression, Style and Speech processing. His research in Spoofing attack intersects with topics in Reliability, Anti spoofing, Replay attack and Biometrics.

He most often published in these fields:

  • Speech recognition (74.33%)
  • Speech synthesis (61.88%)
  • Artificial intelligence (41.38%)

What were the highlights of his more recent work (between 2019-2021)?

  • Speech recognition (74.33%)
  • Speech synthesis (61.88%)
  • Artificial intelligence (41.38%)

In recent papers he was focusing on the following fields of study:

His primary scientific interests are in Speech recognition, Speech synthesis, Artificial intelligence, Waveform and Artificial neural network. The Speech recognition study combines topics in areas such as Similarity, Reverberation and Phone. Junichi Yamagishi interconnects End-to-end principle and Natural in the investigation of issues within Speech synthesis.

His Artificial intelligence research is multidisciplinary, incorporating perspectives in Machine learning and Natural language processing. His Waveform research incorporates elements of Speech enhancement, Convolution, Filter and Spectrogram. His Artificial neural network research incorporates themes from Probabilistic logic and Active listening.

Between 2019 and 2021, his most popular works were:

  • Neural Source-Filter Waveform Models for Statistical Parametric Speech Synthesis (35 citations)
  • ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech (25 citations)
  • ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech (25 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Speech recognition

Junichi Yamagishi spends much of his time researching Speech recognition, Speech synthesis, Artificial intelligence, Task and Similarity. His Speech recognition research is multidisciplinary, relying on both Waveform, Reverberation and Active listening. In his study, Use case is inextricably linked to Spoofing attack, which falls within the broad field of Speech synthesis.

As part of the same scientific family, Junichi Yamagishi usually focuses on Artificial intelligence, concentrating on Machine learning and intersecting with Language model and Training set. His Similarity research integrates issues from Natural and Adaptation. His work deals with themes such as Feature vector, Hidden Markov model and Pattern recognition, which intersect with Artificial neural network.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

The HMM-based speech synthesis system (HTS) version 2.0.

Heiga Zen;Takashi Nose;Junichi Yamagishi;Shinji Sako.
SSW (2007)

635 Citations

Speech Synthesis Based on Hidden Markov Models

K. Tokuda;Y. Nankaku;T. Toda;H. Zen.
Proceedings of the IEEE (2013)

473 Citations

Spoofing and countermeasures for speaker verification

Zhizheng Wu;Nicholas Evans;Tomi Kinnunen;Junichi Yamagishi.
Speech Communication (2015)

424 Citations

Analysis of Speaker Adaptation Algorithms for HMM-Based Speech Synthesis and a Constrained SMAPLR Adaptation Algorithm

J. Yamagishi;T. Kobayashi;Y. Nakano;K. Ogata.
IEEE Transactions on Audio, Speech, and Language Processing (2009)

412 Citations

SUPERSEDED - CSTR VCTK Corpus: English Multi-speaker Corpus for CSTR Voice Cloning Toolkit

Christophe Veaux;Junichi Yamagishi;Kirsten MacDonald.
The Rainbow Passage which the speakers read out can be found in the International Dialects of English Archive: (http://web.ku.edu/~idea/readings/rainbow.htm). (2016)

388 Citations

ASVspoof 2015: the First Automatic Speaker Verification Spoofing and Countermeasures Challenge

Zhizheng Wu;Tomi Kinnunen;Nicholas W. D. Evans;Junichi Yamagishi.
conference of the international speech communication association (2015)

292 Citations

HMM-Based Speech Synthesis Utilizing Glottal Inverse Filtering

T Raitio;A Suni;J Yamagishi;H Pulakka.
IEEE Transactions on Audio, Speech, and Language Processing (2011)

268 Citations

MesoNet: a Compact Facial Video Forgery Detection Network

Darius Afchar;Vincent Nozick;Junichi Yamagishi;Isao Echizen.
international workshop on information forensics and security (2018)

257 Citations

The ASVspoof 2017 Challenge: Assessing the Limits of Replay Spoofing Attack Detection

Tomi Kinnunen;Md. Sahidullah;Héctor Delgado;Massimiliano Todisco.
conference of the international speech communication association (2017)

247 Citations

Average-Voice-Based Speech Synthesis Using HSMM-Based Speaker Adaptation and Adaptive Training

Junichi Yamagishi;Takao Kobayashi.
The IEICE transactions on information and systems (2007)

244 Citations

Best Scientists Citing Junichi Yamagishi

Tomoki Toda

Tomoki Toda

Nagoya University

Publications: 94

Haizhou Li

Haizhou Li

Chinese University of Hong Kong, Shenzhen

Publications: 79

Simon King

Simon King

University of Edinburgh

Publications: 61

Paavo Alku

Paavo Alku

Aalto University

Publications: 52

Thierry Dutoit

Thierry Dutoit

University of Mons

Publications: 48

Keiichi Tokuda

Keiichi Tokuda

Nagoya Institute of Technology

Publications: 46

Zhen-Hua Ling

Zhen-Hua Ling

University of Science and Technology of China

Publications: 44

Helen Meng

Helen Meng

Chinese University of Hong Kong

Publications: 39

Tomi Kinnunen

Tomi Kinnunen

University of Eastern Finland

Publications: 37

Satoshi Nakamura

Satoshi Nakamura

Nara Institute of Science and Technology

Publications: 36

Hirokazu Kameoka

Hirokazu Kameoka

NTT (Japan)

Publications: 35

Takao Kobayashi

Takao Kobayashi

Tokyo Institute of Technology

Publications: 33

Hiroshi Saruwatari

Hiroshi Saruwatari

University of Tokyo

Publications: 29

Heiga Zen

Heiga Zen

Google (United States)

Publications: 28

Yu Tsao

Yu Tsao

Center for Information Technology

Publications: 27

Mark J. F. Gales

Mark J. F. Gales

University of Cambridge

Publications: 27

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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