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Speech and Computer

24th International Conference, SPECOM 2022, Gurugram, India, November 14–16, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. S. R. Mahadeva Prasanna

    1. Indian Institute of Technology Dharwad, Dharwad, India

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  2. Alexey Karpov

    1. St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia

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  3. K. Samudravijaya

    1. Koneru Lakshmaiah Education Foundation, Vaddeswaram, India

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  4. Shyam S. Agrawal

    1. KIIT Group of Colleges, Gurugram, India

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13721)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

Included in the following conference series:

Conference proceedings info: SPECOM 2022.

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Table of contents (60 papers)

  1. Front Matter

    Pages i-xvi
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  2. Thematic Diversity of Everyday Russian Discourse: A Case Study Based on the ORD Corpus

    • Eleonora Akinshina, Tatiana Sherstinova
    Pages 1-9

  3. Neural Embedding Extractors for Text-Independent Speaker Verification

    • Jahangir Alam, Woohyun Kang, Abderrahim Fathan
    Pages 10-23

  4. Deep Speaker Embeddings Based Online Diarization

    • Anastasia Avdeeva, Sergey Novoselov
    Pages 24-32

  5. Overlapped Speech Detection Using AM-FM Based Time-Frequency Representations

    • Shikha Baghel, S. R. M. Prasanna, Prithwijit Guha
    Pages 33-43

  6. Significance of Dimensionality Reduction in CNN-Based Vowel Classification from Imagined Speech Using Electroencephalogram Signals

    • Oindrila Banerjee, D. Govind, Akhilesh Kumar Dubey, Suryakanth V. Gangashetty
    Pages 44-55

  7. Study of Speech Recognition System Based on Transformer and Connectionist Temporal Classification Models for Low Resource Language

    • Shweta Bansal, Shambhu Sharan, Shyam S. Agrawal
    Pages 56-63

  8. An Initial Study on Birdsong Re-synthesis Using Neural Vocoders

    • Rhythm Rajiv Bhatia, Tomi H. Kinnunen
    Pages 64-74

  9. Speech Music Overlap Detection Using Spectral Peak Evolutions

    • Mrinmoy Bhattacharjee, S. R. Mahadeva Prasanna, Prithwijit Guha
    Pages 75-86

  10. Influence of Accented Speech in Automatic Speech Recognition: A Case Study on Assamese L1 Speakers Speaking Code Switched Hindi-English

    • Joyshree Chakraborty, Rohit Sinha, Priyankoo Sarmah
    Pages 87-98

  11. ClusterVote: Automatic Summarization Dataset Construction with Document Clusters

    • Daniil Chernyshev, Boris Dobrov
    Pages 99-113

  12. Comparing Unsupervised Detection Algorithms for Audio Adversarial Examples

    • Shanatip Choosaksakunwiboon, Karla Pizzi, Ching-Yu Kao
    Pages 114-127

  13. Celtic English Continuum in Pitch Patterns of Spontaneous Talk: Evidence of Long-Term Contacts

    • Maria Chubarova, Tatiana Shevchenko
    Pages 128-138

  14. Coherence Based Automatic Essay Scoring Using Sentence Embedding and Recurrent Neural Networks

    • Dadi Ramesh, Suresh Kumar Sanampudi
    Pages 139-154

  15. Analysis of Automatic Evaluation Metric on Low-Resourced Language: BERTScore vs BLEU Score

    • Goutam Datta, Nisheeth Joshi, Kusum Gupta
    Pages 155-162

  16. DyCoDa: A Multi-modal Data Collection of Multi-user Remote Survival Game Recordings

    • Denis Dresvyanskiy, Yamini Sinha, Matthias Busch, Ingo Siegert, Alexey Karpov, Wolfgang Minker
    Pages 163-177

  17. On the Use of Ensemble X-Vector Embeddings for Improved Sleepiness Detection

    • José Vicente Egas-López, Róbert Busa-Fekete, Gábor Gosztolya
    Pages 178-187

  18. Multiresolution Decomposition Analysis via Wavelet Transforms for Audio Deepfake Detection

    • Abderrahim Fathan, Jahangir Alam, Woohyun Kang
    Pages 188-200

  19. Automatic Rhythm and Speech Rate Analysis of Mising Spontaneous Speech

    • Parismita Gogoi, Priyankoo Sarmah, S. R. M. Prasanna
    Pages 201-213

  20. An Electroglottographic Method for Assessing the Emotional State of the Speaker

    • Aleksey Grigorev, Anna Kurazhova, Egor Kleshnev, Aleksandr Nikolaev, Olga Frolova, Elena Lyakso
    Pages 214-225
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  1. Speech and Computer

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About this book

This book constitutes the proceedings of the 24th International Conference on Speech and Computer, SPECOM 2022, held as a hybrid event in Gurugram, India, in November 2022.

The 51 full and 9 short papers presented in this volume were carefully reviewed and selected from 99 submissions. The papers present current research in the area of computer speech processing including audio signal processing, automatic speech recognition, speaker recognition, computational paralinguistics, speech synthesis, sign language and multimodal processing, and speech and language resources.  

Editors and Affiliations

  • Indian Institute of Technology Dharwad, Dharwad, India

    S. R. Mahadeva Prasanna

  • St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia

    Alexey Karpov

  • Koneru Lakshmaiah Education Foundation, Vaddeswaram, India

    K. Samudravijaya

  • KIIT Group of Colleges, Gurugram, India

    Shyam S. Agrawal

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