Foreword xix -- Preface xxi -- Acknowledgement xxiii -- 1 A Hybrid Deep Learning Model for Emotion Conversion in Tamil Language 1 Satrughan Kumar Singh, Muniyan Sundararajan and Jainath Yadav -- 2 Attention-Based End-to-End Automatic Speech Recognition System for Vulnerable Individuals in Tamil 15 S. Suhasini, B. Bharathi and Bharathi Raja Chakravarthi -- 3 Speech-Based Dialect Identification for Tamil 27 Archana J.P. and B. Bharathi -- 4 Language Identification Using Speech Denoising Techniques: A Review 41 Amal Kumar, Piyush Kumar Singh and Jainath Yadav -- 5 Domain Adaptation-Based Self-Supervised ASR Models for Low-Resource Target Domain 51 L. Ashok Kumar, D. Karthika Renuka, Naveena K. S. and Sree Resmi S. -- 6 ASR Models from Conventional Statistical Models to Transformers and Transfer Learning 69 Elizabeth Sherly, Leena G. Pillai and Kavya Manohar -- 7 Syllable-Level Morphological Segmentation of Kannada and Tulu Words 113 Asha Hegde and Hosahalli Lakshmaiah Shashirekha -- 8 A New Robust Deep Learning-Based Automatic Speech Recognition and Machine Transition Model for Tamil and Gujarati 135 Monesh Kumar M. K., Valliammai V., Geraldine Bessie Amali D. and Mathew M. Noel -- 9 Forensic Voice Comparison Approaches for Low-Resource Languages 155 Kruthika S.G., Trisiladevi C. Nagavi and P. Mahesha -- 10 CoRePooL -- Corpus for Resource-Poor Languages: Badaga Speech Corpus 193 Barathi Ganesh H.B., Jyothish Lal G., Jairam R., Soman K.P., Kamal N.S. and Sharmila B. -- 11 Bridging the Linguistic Gap: A Deep Learning-Based Image- to-Text Converter for Ancient Tamil with Web Interface 213 S. Umamaheswari, G. Gowtham and K. Harikumar -- 12 Voice Cloning for Low-Resource Languages: Investigating the Prospects for Tamil 243 Vishnu Radhakrishnan, Aadharsh Aadhithya A., Jayanth Mohan, Visweswaran M., Jyothish Lal G. and Premjith B. -- 13 Transformer-Based Multilingual Automatic Speech Recognition (ASR) Model for Dravidian Languages 259 Divi Eswar Chowdary, Rahul Ganesan, Harsha Dabbara, G. Jyothish Lal and Premjith B. -- 14 Language Detection Based on Audio for Indian Languages 275 Amogh A. M., A. Hari Priya, Thanvitha Sai Kanchumarti, Likhitha Ram Bommilla and Rajeshkannan Regunathan -- 15 Strategies for Corpus Development for Low-Resource Languages: Insights from Nepal 297 Bal Krishna Bal, Balaram Prasain, Rupak Raj Ghimire and Praveen Acharya -- 16 Deep Neural Machine Translation (DNMT): Hybrid Deep Learning Architecture-Based English-to-Indian Language Translation 331 Nivaashini M., Priyanka G. and Aarthi S. -- 17 Multiview Learning-Based Speech Recognition for Low-Resource Languages 375 Aditya Kumar and Jainath Yadav -- 18 Automatic Speech Recognition Based on Improved Deep Learning 405 Kingston Pal Thamburaj and Kartheges Ponniah -- 19 Comprehensive Analysis of State-of-the-Art Approaches for Speaker Diarization 427 Trisiladevi C. Nagavi, Samanvitha S., Shreya Sudhanva, Sukirth Shivakumar and Vibha Hullur -- 20 Spoken Language Translation in Low-Resource Language 445 S. Shoba, Sasithradevi A. and S. Deepa -- References 456.