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INTERSPEECH 2021 : Conference of the International Speech Communication Association (INTERSPEECH)

INTERSPEECH 2021 : Conference of the International Speech Communication Association (INTERSPEECH)

Brno , Czech Republic

Submission Deadline: Friday 26 Mar 2021

Conference Dates: Aug 30, 2021 - Aug 30, 2021

Research
Impact Score 1.80

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Ranking & Metrics Impact Score is a novel metric devised to rank conferences based on the number of contributing the best scientists in addition to the h-index estimated from the scientific papers published by the best scientists. See more details on our methodology page.

Research Impact Score: 1.80
Contributing Best Scientists: 18
H5-index:
Papers published by Best Scientists 22
Research Ranking (Computer Science) 19
Research Ranking (Electronics and Electrical Engineering) 402
Research Ranking (Psychology) 2

Conference Call for Papers

Original papers are solicited in, but not limited to, the following areas:

Speech Perception, Production and Acquisition
Phonetics, Phonology, and Prosody
Analysis of Paralinguistics in Speech and Language
Speaker and Language Identification
Analysis of Speech and Audio Signals
Speech Coding and Enhancement
Speech Synthesis and Spoken Language Generation
Speech Recognition — Signal Processing, Acoustic Modeling, Robustness, Adaptation
Speech Recognition — Architecture, Search, and Linguistic Components
Speech Recognition — Technologies and Systems for New Applications
Spoken Dialog Systems and Analysis of Conversation
Spoken Language Processing — Translation, Information Retrieval, Summarization, Resources and Evaluation
Speech, voice, and hearing disorders (Please note this new area!)

Overview

Top Research Topics at Conference of the International Speech Communication Association?

  • Speech recognition (63.83%)
  • Artificial intelligence (38.82%)
  • Natural language processing (21.09%)

The conference mostly deals with topics like Speech recognition, Artificial intelligence, Natural language processing, Pattern recognition and Speaker recognition. In the Speech recognition research discussed, Speech synthesis, Hidden Markov model, Word error rate, Speaker diarisation and Acoustic model are all tackled. The Artificial intelligence study featured in the conference draws connections with the study of Machine learning.

Natural language processing research featured in the event incorporates concerns from various other topics such as Pronunciation and Vocabulary.

What are the most cited papers published at the conference?

  • SRILM – An Extensible Language Modeling Toolkit (4071 citations)
  • Recurrent neural network based language model (3769 citations)
  • THE AURORA EXPERIMENTAL FRAMEWORK FOR THE PERFORMANCE EVALUATION OF SPEECH RECOGNITION SYSTEMS UNDER NOISY CONDITIONS (1595 citations)

Research areas of the most cited articles at Conference of the International Speech Communication Association:

Speech recognition, Artificial intelligence, Natural language processing, Pattern recognition and Word error rate are the main subjects of interest in the most cited publications. The Speech recognition study tackled in the most cited papers is a key component of adjacent topics in the area of Artificial neural network. The most cited articles hold forums on Artificial intelligence that merge themes from other disciplines such as Machine learning and Vocabulary.

What topics the last edition of the conference is best known for?

  • Artificial intelligence
  • Speech recognition
  • Statistics

The previous edition focused in particular on these issues:

The aim of the conference is to expand the discussion of research in Speech recognition, Artificial intelligence, Natural language processing, Word error rate and End-to-end principle. The conference facilitates discussions on Speech recognition that incorporate concepts from other fields like Transformer (machine learning model), Artificial neural network, Encoder, Task (project management) and Speech enhancement. While Conference of the International Speech Communication Association focused on Artificial intelligence, it was also able to explore topics like Machine learning and Pattern recognition.

Conference of the International Speech Communication Association focuses on Word error rate research which is adjacent to topics in Reduction (complexity).

The most cited articles from the last conference are:

  • Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training (13 citations)
  • Exploring wav2vec 2.0 on speaker verification and language identification (10 citations)
  • The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates (10 citations)

Papers citation over time

A key indicator for each conference is its effectiveness in reaching other researchers with the papers published at that venue.

The chart below presents the interquartile range (first quartile 25%, median 50% and third quartile 75%) of the number of citations of articles over time.

Research.com

The top authors publishing at Conference of the International Speech Communication Association (based on the number of publications) are:

  • Shrikanth S. Narayanan (158 papers) published 3 papers at the last edition, 1 less than at the previous edition,
  • Haizhou Li (124 papers) published 10 papers at the last edition, 4 less than at the previous edition,
  • Björn Schuller (108 papers) published 11 papers at the last edition, 7 less than at the previous edition,
  • John H. L. Hansen (89 papers) published 2 papers at the last edition, 5 less than at the previous edition,
  • Junichi Yamagishi (77 papers) published 3 papers at the last edition, 6 less than at the previous edition.

The overall trend for top authors publishing at this conference is outlined below. The chart shows the number of publications at each edition of the conference for top authors.

Research.com

Only papers with recognized affiliations are considered

The top affiliations publishing at Conference of the International Speech Communication Association (based on the number of publications) are:

  • Microsoft (281 papers) published 33 papers at the last edition, 4 less than at the previous edition,
  • Google (239 papers) published 49 papers at the last edition, 18 more than at the previous edition,
  • Carnegie Mellon University (232 papers) published 35 papers at the last edition, 24 more than at the previous edition,
  • Johns Hopkins University (229 papers) published 32 papers at the last edition, 2 more than at the previous edition,
  • Chinese Academy of Sciences (221 papers) published 23 papers at the last edition, 22 less than at the previous edition.

The overall trend for top affiliations publishing at this conference is outlined below. The chart shows the number of publications at each edition of the conference for top affiliations.

Research.com

Publication chance based on affiliation

The publication chance index shows the ratio of articles published by the best research institutions at the conference edition to all articles published within that conference. The best research institutions were selected based on the largest number of articles published during all editions of the conference.

The chart below presents the percentage ratio of articles from top institutions (based on their ranking of total papers).Top affiliations were grouped by their rank into the following tiers: top 1-10, top 11-20, top 21-50, and top 51+. Only articles with a recognized affiliation are considered.

Research.com

During the most recent 2021 edition, 9.01% of publications had an unrecognized affiliation. Out of the publications with recognized affiliations, 21.96% were posted by at least one author from the top 10 institutions publishing at the conference. Another 15.36% included authors affiliated with research institutions from the top 11-20 affiliations. Institutions from the 21-50 range included 18.32% of all publications and 44.37% were from other institutions.

Returning Authors Index

A very common phenomenon observed among researchers publishing scientific articles is the intentional selection of conferences they have already attended in the past. In particular, it is worth analyzing the case when the authors participate in the same conference from year to year.

The Returning Authors Index presented below illustrates the ratio of authors who participated in both a given as well as the previous edition of the conference in relation to all participants in a given year.

Research.com

Returning Institution Index

The graph below shows the Returning Institution Index, illustrating the ratio of institutions that participated in both a given and the previous edition of the conference in relation to all affiliations present in a given year.

Research.com

The experience to innovation index

Our experience to innovation index was created to show a cross-section of the experience level of authors publishing at a conference. The index includes the authors publishing at the last edition of a conference, grouped by total number of publications throughout their academic career (P) and the total number of citations of these publications ever received (C).

The group intervals were selected empirically to best show the diversity of the authors' experiences, their labels were selected as a convenience, not as judgment. The authors were divided into the following groups:

  • Novice - P < 5 or C < 25 (the number of publications less than 5 or the number of citations less than 25),
  • Competent - P < 10 or C < 100 (the number of publications less than 10 or the number of citations less than 100),
  • Experienced - P < 25 or C < 625 (the number of publications less than 25 or the number of citations less than 625),
  • Master - P < 50 or C < 2500 (the number of publications less than 50 or the number of citations less than 2500),
  • Star - P ≥ 50 and C ≥ 2500 (both the number of publications greater than 50 and the number of citations greater than 2500).

Research.com

The chart below illustrates experience levels of first authors in cases of publications with multiple authors.

Research.com

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Previous Editions

INTERSPEECH Conference

Sep 18, 2022 - Sep 22, 2022

Incheon , South Korea, South Korea

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