Ashish Verma - Research & Product Profile

Here's a selection of my most impactful projects, spanning both my academic research and product development career.

Research

RAG based LLM for Keyword Recommendation

Designed and deployed a keyword recommendation system powered by Large Language Models, enhancing targeting precision and improving campaign performance by 70%.

Product

Foundation Models for Customization

Implemented advertiser-level customized budget recommendations by training new foundation models based on transformer architectures, increasing adoption rates by 40%.

Research

Multimodal LLMs for Document Understanding

Deployed multi-modal transformer models for key-value pair (KVP) extraction, improving document extraction accuracy by 45% across procure-to-pay workflows for invoices and POs.

Product

OCR Optimization

Led efforts to enhance OCR performance on noisy documents, increasing text recognition accuracy by 73% through advanced data processing and DL model (CNN) enhancements.

Research

Distributed Training Benchmark

Surpassed global benchmark by training ResNet-50 on ImageNet-1K within 45 minutes using 256 GPUs, improving training efficiency by 25%.

Product

Conversational AI Deployment

Led integration of automated question-answering systems with Watson Assistant, improving customer engagement and satisfaction scores significantly compared to rule-based systems.

A selection of my peer-reviewed publications and conference proceedings. Please refer to my Google Scholar Profile for a full list.

"ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks"

Authors: Ritesh Kumar, Saurabh Goyal, Ashish Verma, Vatche Isahagjan. AI4BPM 2023.

"DeTA: Minimizing Data Leaks in Federated Learning via Decentralized and Trustworthy Aggregation"

Authors: PC Cheng, K Eykholt, Z Gu, H Jamjoom, KR Jayaram, E Valdez, A Verma. Proceedings of the Nineteenth European Conference on Computer Systems, 219-235.

"FLIPS: Federated Learning using Intelligent Participant Selection"

Authors: RA Bhope, KR Jayaram, N Venkatasubramanian, A Verma, G Thomas. Proceedings of the 24th International Middleware Conference, 301-315.

"Runtime Prediction of Machine Learning Algorithms in Automl Systems"

Authors: P Dube, T Salonidis, P Ram, A Verma. ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing.

"GVdoc: Graph-based Visual Document Classification"

Authors: F Mohbat, MJ Zaki, C Finegan-Dollak, A Verma. arXiv preprint arXiv:2305.17219.

"Layout-Aware Text Representation Harm Clustering of Documents by Type"

Authors: Catherine Finegan-Doolak, Ashish Verma. Proceedings of the First Workshop on Insights from Negative Results in NLP.

"Adaptive aggregation for federated learning"

Authors: KR Jayaram, V Muthusamy, G Thomas, A Verma, M Purcell. 2022 IEEE International Conference on Big Data (Big Data), 180-185.

"Just-in-time aggregation for federated learning"

Authors: KR Jayaram, A Verma, G Thomas, V Muthusamy. 30th International Symposium on Modeling, Analysis, and Simulation of Computer and Telecommunication Systems (MASCOTS), Nice, France, 2022.

"Lambda fl: Serverless aggregation for federated learning"

Authors: K Jayaram, V Muthusamy, G Thomas, A Verma, M Purcell. 2022 IEEE International Conference on Big Data (Big Data).

"Private Parameter Aggregation for Federated Learning"

Authors: Jayaram, K.R., Verma, A. (2022). In: Ludwig, H., Baracaldo, N. (eds) Federated Learning. Springer, Cham. https://doi.org/10.1007/978-3-030-96896-0_14.

"Separation of powers in federated learning (poster paper)"

Authors: PC Cheng, K Eykholt, Z Gu, H Jamjoom, KR Jayaram, E Valdez, A Verma. ResilientFL '21: Proceedings of the First Workshop on Systems Challenges in Reliable and Secure Federated Learning.

"PoWER-BERT: Accelerating BERT inference for Classification Tasks"

Authors: Saurabh Goyal, Anamitra Roy Choudhary, Venkatesan Chakaravarthy, Saurabh Manish Raje, Yogish Sabharwal, and Ashish Verma. Submitted to ICML 2020.

"Improving the affordability of robustness training for DNNs"

Authors: Sidharth Gupta, Parijat Dube, Ashish Verma. Adversarial Machine Learning in Computer Vision Workshop, CVPR 2020.

"Variable batch size across layers for efficient prediction on CNNs"

Authors: Dharma Teja Vooturi, Saurabh Goyal Anamitra R. Choudhury, Yogish Sabharwal, Ashish Verma. IEEE Cloud 2020.

"A Simple Dynamic Learning Rate Algorithm for Automated Training of DNNs"

Authors: Koyel Mukherjee, Alind Khare, Yogish Sabharwal and Ashish Verma (2019). NeurIPS 2019, Science meets Engineering of Deep Learning (SEDL).

"Efficient Training of Convolutional Neural Nets on Large Distributed Systems"

Authors: Dheeraj Sreedhar, Vaibhav Saxena, Yogish Sabharwal, Ashish Verma, Sameer Kumar. IEEE Cluster 2018.

"Balancing Stragglers Against Staleness in Distributed Deep Learning"

Authors: Saurav Basu, Vaibhav Saxena, Rintu Panja and Ashish Verma. HiPC 2018.

"Solar PV integration considering grid stability-a case study for the Temburong district in Brunei"

Authors: Hazra, J and Dasgupta, Kalyan and Manikandan, P and Verma, Ashish and Mathew, Sathyajith and Petra, Iskandar. Innovative Smart Grid Technologies Conference (ISGT), 2016 IEEE Power & Energy Society, pp. 1-5.

"Optimal power flow with grid scale battery storage"

Authors: J. Hazra, K. Dasgupta, M. Padmanaban, A. Verma, S. Mathew, I. Petra. 2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), pp. 1-6.

"Case study on the feasibility of renewable integration in the Temburong Island of Brunei"

Authors: M. Padmanaban, J. Hazra, K. Dasgupta, A. Verma, S. Mathew, I. Petra. 2015 IEEE Innovative Smart Grid Technologies - Asia (ISGT ASIA), pp. 1-6.

"Automatic generation of question answer pairs from noisy case logs"

Authors: Ajmera, Jitendra and Joshi, Sachindra and Verma, Ashish and Mittal, Amol. Data Engineering (ICDE), 2014 IEEE 30th International Conference on, pp. 436--447.

"Intent focused summarization of caller-agent conversations"

Authors: Shajith Ikbal ; Ashish Verma ; Prasanta Ghosh ; Kenneth Church ; Jeffrey Marcus. ICASSP 2013.

"Sparse hidden Markov models for purer clusters"

Authors: Bharadwaj, Sujeeth and Hasegawa-Johnson, Mark and Ajmera, Jitendra and Deshmukh, Om and Verma, Ashish. Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on, pp. 3098--3102.

"Finding Influential Authors in Brand-Page Communities"

Authors: Hemant Purohit, Jitendra Ajmera, Sachindra Joshi, Ashish Verma and Amit Sheth. AAAI Conference on Weblogs and Social Media (ICWSM 2012).

"TOWARDS A DOMAIN-INDEPENDENT ASR-CONFIDENCE CLASSIFIER"

Authors: Om D Deshmukh, Etienne Marcheret, Ashish Verma. ICASSP 2012.

"Role of Nucleus Based Context in Word-Independent Syllable Stress"

Authors: Harish Doddala, Om D. Deshmukh, Ashish Verma. In Proc. of ICASSP 2011.

"Acoustic-Similarity Based Technique to Improve Concept Recognition"

Authors: Om D. Deshmukh, Shajith Ikbal, Ashish Verma, Etienne Marcheret. In Proc. of Interspeech-2011.

"A Language Independent Approach to Audio Search"

Authors: J. Ajmera and Ashish Verma. Interspeech 2011.

"A cross-lingual spoken content search system"

Authors: Vikram Gupta, Jitendra Ajmera and Ashish Verma. Interspeech 2011.

"Analyzing Relative Importance of Service Quality Components from Enterprise CRM Data"

Authors: Himanshu Chauhan, Ajay Gupta and Ashish Verma. SRII 2011.

"Building Re-usable Dictionary Repositories for Real-world Text Mining"

Authors: Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma. CIKM 2010.

"Customer Satisfaction and Sentiment Analysis in Service Delivery Organizations: Comparisons and Insights"

Authors: Shantanu Godbole, Indrajit Bhattacharya, Ajay Gupta, Ashish Verma. Frontiers in Service 2010.

"Role of Language Models in Spoken Fluency Evaluation"

Authors: Om D Deshmukh, Harish Doddala, Ashish Verma, Karthik Visweswariah. Interspeech 2010.

"Sensei: Evaluating Spoken English Skills for Call Center Agents"

Authors: Himanshu Chauhan, Om Deshmukh, Shajith Iqbal, Ashish Verma. INFORMS 2010.

"Utilizing Relationships Between Named Entities to Improve Speech Recognition in Dialog Systems"

Authors: Shajith Ikbal, Om Deshmukh, Karthik Visweswariah, Ashish Verma. SLT 2010.

"Process Behavior Analysis: Mechanism to Enable Superior Customer Experience"

Authors: Om Deshmukh, Ashish Verma, Sai Zeng, Chitra Dorai, Maureen Rzasa, Gary Wright, Karthik Vishweswariah. SCC 2010.

"Enabling Analysts in Managed Services for CRM Analytics”

Authors: Indrajit Bhattacharya, Shantanu Godbole, Ajay Gupta, Ashish Verma, Jeff, and Kevin English. KDD 2009.

"Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering"

Authors: Indrajit Bhattacharya, Shantanu Godbole, Sachindra Joshi, Ashish Verma. ICDM 2009.

"Enabling Scaleable, Efficient, Non-Visual Web Browsing Services"

Authors: Ashish Verma, Tyrone Grandison, Himanshu Chauhan. The Proceedings of the 7th IEEE International Conference on Web Services (ICWS 2009). Los Angeles, CA, USA. July 2009.

"Parameterizing Customer Satisfaction from Structured and Unstructured Data"

Authors: Indrajit Bhattacharya, Shantanu Godbole, Ajay Gupta, Ashish Verma, and Kevin W English. Frontiers in Services 2009.

"Formant-based Technique for Automatic Filled-Pause Detection in Spontaneous Spoken English"

Authors: Kartik Audhkhasi, Kundan Kandhway, Om D. Deshmukh, Ashish Verma. Proc. ICASSP 2009.

"Automatic Evaluation of Spoken English Fluency"

Authors: Om D. Deshmukh, Kundan Kandhway, Kartik Audhkhasi, Ashish Verma. Proc. ICASSP 2009.

"Acoustic-Phonetic Approach for Automatic Evaluation of Spoken Grammar"

Authors: Om Deshmukh and Ashish Verma. Proc. Interspeech 2008.

"Automatic Pronunciation Evaluation and Classification"

Authors: Om Dekshmukh, Sachindra Joshi and Ashish Verma. Proc. Interspeech 2008.

"Spoken English Assessment for Call Center Agents"

Authors: Abhishek Chandel, Abhinav Parate, Himanshu Pant, Maymon Madathingal, Nitendra Rajput, Shajith Ikbal, Om Deshmukh, Ashish Verma. ASRU 2007, Kyoto, Japan.

"Evaluation of Syllable Stress using Single Class Classifier"

Authors: Abhinav Parate, Ashish Verma and Jayanta Basak. Interspeech 2007, Antwerp, Belgium.

"Language Identification of Person Names using CF-IOF based Weighting Function"

Authors: Samuel Thomas, Ashish Verma. Interspeech 2007, Antwerp, Belgium.

"Keyword Search using Modified Minimum Edit Distance Measure"

Authors: Audhkhasi K., Verma A. ICASSP, Honolulu, 2007.

"Word-independent model for evaluation of syllable stress"

Authors: Verma A., Lal K., Lo Y. Y., Basask J. ICASSP, Toulouse, France, 2006.

"Introducing roughness in voice conversion through jitter modeling and modification"

Authors: Verma A. and Kumar A. ICASSP, Philadelphia, March, 2005.

"Articulatory class based spectral envleope for voice fonts"

Authors: Verma A. and Kumar A. International Conference on Multimedia and Expo, Taipei, Taiwan, June, 2004.

"Using phone and diphone based acoustic models for voice conversion: A step towards creating voice fonts”

Authors: Kumar A. and Verma A. ICASSP, HongKong, April, 2003.

"Using viseme based acoustic models for speech driven lip synthesis”

Authors: Verma A., Rajput N. and Subramaniam L. V. ICASSP, HongKong, April, 2003.

"Modeling speaking rate for voice fonts"

Authors: Verma A. and Kumar A. EUROSPEECH, Geneva, September, 2003.

"Animating expressive faces to speak in Indian languages"

Authors: Faruquie T.A., Neti C., Rajput N., Subramaniam L. V., and Verma A. National Conference on Communication, Mumbai, January, 2002.

"A large vocabulary continuous speech recognition system for Hindi"

Authors: Neti C., Rajput N. and Verma A. National Conference on Communication, Mumbai, January, 2002.

"Using likelihood L-statistic to measure confidence in audio-visual speech recognition"

Authors: Ghosh A., Sarkar A., Verma A. Multimedia Signal Processing, 2001, Cannes, France.

"Robust detection of visual ROI for visual speechreading"

Authors: Iyengar G., Neti C., Verma A. Multimedia Signal Processing, 2001, Cannes, France.

"Joint processing of audio and visual information for multimedia indexing and human-computer interaction"

Authors: Decuetos P., Maison B., Neti C., Basu S. and Verma A. RIAO, April 12-14 2000, Paris, France.

"Translingual visual speech synthesis"

Authors: Faruquie T., Subramaniam L. V., Rajput N. and Verma A. IEEE Conference on Multimedia and Expo, New York, July 2000.

"A cascade image transform for speaker independent automatic speechreading"

Authors: Potamianos G., Verma A., Basu S. and Iyengar G. IEEE Conference on Multimedia and Expo, New York, July 2000.

"On deriving a phoneme model for a new language"

Authors: Mukerjee N., Rajput N., Verma A. International Conference on Spoken Language Processing, Beijing 2000.

"Adapting phonetic decision trees between languages for continuous speech recognition"

Authors: Rajput N., Subramaniam L. V., Verma A. International Conference on Spoken Language Processing, Beijing, 2000.

"On large vocabulary continuous speech audio-visual speech recognition"

Authors: Basu S., Neti C., Rajput N. and Verma A. IEEE conference on Multimedia & Signal Processing, Copenhagen, September 1999.

"Late integration in continuous audio-visual speech recognition"

Authors: Verma A., Faruquie T., Neti C. and Basu S. Automatic Speech Recognition and Understanding, Keystone, December 1999.

View All Publications on Google Scholar

My contributions to innovation as recognized through granted patents. Please refer to my Patent List (Google Patents) for a full list.

"Information extraction from documents containing handwritten text"

Patent Number: WO-2024002635-A1

"Few shot incremental learning for named entity recognition"

Patent Number: US-2024362419-A1

"Using secure and reliable benefit-analysis matchmaking to select federated learning candidates"

Patent Number: US-2024005216-A1

"Method, apparatus and computer program for federated learning with reduced information leakage (federated learning with partitioned and dynamically-shuffled model updates)"

Patent Number: JP-2022177828-A

"TRUSTED AND DECENTRALIZED AGGREGATION FOR FEDERATED LEARNING"

Patent Number: DE-112022002623-T5

"Input-encoding with federated learning"

Patent Number: WO-2022228335-A1

"Data subset selection for federated learning"

Patent Number: US-2023281518-A1

"Multi-objective machine learning with model and hyperparameter optimization fusion"

Patent Number: US-2023069913-A1

"Accelerating inference of transformer-based models"

Patent Number: US-11763082-B2

"Accelerating inference of neural network models via dynamic early exits"

Patent Number: US-2022358358-A1

"Private computation of an agent data attribution score in collaborated task"

Patent Number: US-2022188692-A1

"Multi-objective automated machine learning"

Patent Number: US-12112249-B2

"Secure federation of distributed stochastic gradient descent"

Patent Number: GB-2606867-A

"Input ordering neural network decomposition"

Patent Number: US-2022092423-A1

"DATA SET-DEPENDENT LOW-RANKING DETACHMENT OF NEURAL NETWORKS"

Patent Number: DE-112020001774-T5

"Model training with variable batch sizing and gradient checkpoint segments"

Patent Number: US-2021287094-A1

"Application aware resource allocation for deep learning job scheduling"

Patent Number: US-2021271520-A1

"Performance based switching of a model training process"

Patent Number: US-11551145-B2

"Hyperparameter determination for a differentially private federated learning process"

Patent Number: US-11941520-B2

"Determining operating range of hyperparameters"

Patent Number: US-11410083-B2

"Labeling of data for machine learning"

Patent Number: US-2020143287-A1

"Determining optimal compute resources for distributed batch based optimization applications"

Patent Number: US-2021034374-A1

"Cross-domain clusterability evaluation for cross-guided data clustering based on alignment between data domains"

Patent Number: US-2019220470-A1

"Dynamic Batch Sizing for Inferencing of Deep Neural Networks in Resource-Constrained Environments"

Patent Number: US-2020125926-A1

"Suggesting Sensor Placements for Improving Emission Inventory"

Patent Number: US-2018218095-A1

"Mitigating the Effects on Shading in Photovoltaic Cells Using Flow Batteries"

Patent Number: US-2018013377-A1

"Cognitive Disambiguation for Problem-Solving Tasks Involving a Power Grid Using Relevance Feedback"

Patent Number: US-2017140286-A1

"Determining Intermittent Renewable Energy Penetration Limits in a Grid"

Patent Number: US-2017124666-A1

"Scheduling for air conditioners and other appliances"

Patent Number: US-2017102158-A1

"Semantic merge of arguments"

Patent Number: US-10614100-B2

"Intent discovery in audio or text-based conversation"

Patent Number: US-9620147-B2

"Composing applications on a mobile device"

Patent Number: US-9569284-B2

"System and method for identification of intent segment(s) in caller-agent conversations"

Patent Number: US-10354677-B2

"Determining states of a threaded communication"

Patent Number: US-9276893-B2

"Enhancing knowledge bases using rich social media"

Patent Number: US-2013224714-A1

"Cross-lingual audio search"

Patent Number: US-8805871-B2

"Reconstruction of a smooth speech signal from a stuttered speech signal"

Patent Number: US-2012323570-A1

"Data driven metric for service quality"

Patent Number: US-2012209865-A1

"Disambiguating authors in social media communications"

Patent Number: US-9524526-B2

"Automatic speech and concept recognition"

Patent Number: US-8676580-B2

"Methods and arrangements for employing descriptors for agent-customer interactions"

Patent Number: US-2012054186-A1

"Method and system for interactively finding synonyms using positive and negative feedback"

Patent Number: US-8812297-B2

"System, Method And Program Product For Analyses Based On Agent-Customer Interactions And Concurrent System Activity By Agents"

Patent Number: US-2011197206-A1

"Analysis of the Temporal Evolution of Emotions in an Audio Interaction in a Service Delivery Environment"

Patent Number: US-2011196677-A1

"Evaluating spoken skills"

Patent Number: JP-2010164971-A

"Cross-guided data clustering based on alignment between data domains"

Patent Number: US-8589396-B2

"Automatic Evaluation of Spoken Fluency"

Patent Number: US-2011040554-A1

"Enabling access to information on a web page"

Patent Number: US-2010185648-A1

"Method for assessing pronunciation abilities"

Patent Number: US-2009171661-A1

"Speaker adaptation of vocabulary for speech recognition"

Patent Number: US-2008215326-A1

"Methods, systems, and computer program products for spoken language grammar evaluation"

Patent Number: US-2009070111-A1

"Mobile wireless device adaptation based on abstracted contectual situation of user using near-field communications and information collectors"

Patent Number: US-7729689-B2

"Visual comparison of speech utterance waveforms in which syllables are indicated"

Patent Number: US-2007067174-A1

"Language modeling method, system and computer program for mixed language expression"

Patent Number: JP-2006163592-A

"Hybrid baseform generation"

Patent Number: US-7206738-B2

"Decision making in classification problems"

Patent Number: US-6931351-B2

"New language context dependent data labeling"

Patent Number: US-2002152068-A1

"Translingual visual speech synthesis"

Patent Number: US-6813607-B1

"Late integration in audio-visual continuous speech recognition"

Patent Number: US-6633844-B1

"Speech driven lip synthesis using viseme based hidden markov models"

Patent Number: US-6366885-B1

View All Patents on Google Patents

Highlights of my work featured in various press and media outlets.

"[Article Title 1]"

Source: [Media Outlet Name], Date.

Read Article

"[Article Title 2]"

Source: [Another Media Outlet], Date.

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Recognitions and awards received for my contributions in research and product development.

"IBM Seventeenth Plateau Invention Achievement Award"

Awarded by: IBM, 2022.

"IBM Outstanding Technical Achievement Award"

Awarded by: IBM, 2021, 2016, 2011.

"IBM Corporate Award"

Awarded by: IBM, 2012.

"Best of IBM Award"

Awarded by: IBM, 2011.

"President of India's Award for Development of Accessibility Technologies for PWD"

Awarded by: Government of India.

"IEEE Senior Member"

Membership/Honor: IEEE.

About Me

RAG based LLM for Keyword Recommendation

Foundation Models for Customization

Multimodal LLMs for Document Understanding

OCR Optimization

Distributed Training Benchmark

Conversational AI Deployment

"ProtoNER: Few shot Incremental Learning for Named Entity Recognition using Prototypical Networks"

"DeTA: Minimizing Data Leaks in Federated Learning via Decentralized and Trustworthy Aggregation"

"FLIPS: Federated Learning using Intelligent Participant Selection"

"Runtime Prediction of Machine Learning Algorithms in Automl Systems"

"GVdoc: Graph-based Visual Document Classification"

"Layout-Aware Text Representation Harm Clustering of Documents by Type"

"Adaptive aggregation for federated learning"

"Just-in-time aggregation for federated learning"

"Lambda fl: Serverless aggregation for federated learning"

"Private Parameter Aggregation for Federated Learning"

"Separation of powers in federated learning (poster paper)"

"PoWER-BERT: Accelerating BERT inference for Classification Tasks"

"Improving the affordability of robustness training for DNNs"

"Variable batch size across layers for efficient prediction on CNNs"

"A Simple Dynamic Learning Rate Algorithm for Automated Training of DNNs"

"Efficient Training of Convolutional Neural Nets on Large Distributed Systems"

"Balancing Stragglers Against Staleness in Distributed Deep Learning"

"Solar PV integration considering grid stability-a case study for the Temburong district in Brunei"

"Optimal power flow with grid scale battery storage"

"Case study on the feasibility of renewable integration in the Temburong Island of Brunei"

"Automatic generation of question answer pairs from noisy case logs"

"Intent focused summarization of caller-agent conversations"

"Sparse hidden Markov models for purer clusters"

"Finding Influential Authors in Brand-Page Communities"

"TOWARDS A DOMAIN-INDEPENDENT ASR-CONFIDENCE CLASSIFIER"

"Role of Nucleus Based Context in Word-Independent Syllable Stress"

"Acoustic-Similarity Based Technique to Improve Concept Recognition"

"A Language Independent Approach to Audio Search"

"A cross-lingual spoken content search system"

"Analyzing Relative Importance of Service Quality Components from Enterprise CRM Data"

"Building Re-usable Dictionary Repositories for Real-world Text Mining"

"Customer Satisfaction and Sentiment Analysis in Service Delivery Organizations: Comparisons and Insights"

"Role of Language Models in Spoken Fluency Evaluation"

"Sensei: Evaluating Spoken English Skills for Call Center Agents"

"Utilizing Relationships Between Named Entities to Improve Speech Recognition in Dialog Systems"

"Process Behavior Analysis: Mechanism to Enable Superior Customer Experience"

"Enabling Analysts in Managed Services for CRM Analytics”

"Cross-Guided Clustering: Transfer of Relevant Supervision across Domains for Improved Clustering"

"Enabling Scaleable, Efficient, Non-Visual Web Browsing Services"

"Parameterizing Customer Satisfaction from Structured and Unstructured Data"

"Formant-based Technique for Automatic Filled-Pause Detection in Spontaneous Spoken English"

"Automatic Evaluation of Spoken English Fluency"

"Acoustic-Phonetic Approach for Automatic Evaluation of Spoken Grammar"

"Automatic Pronunciation Evaluation and Classification"

"Spoken English Assessment for Call Center Agents"

"Evaluation of Syllable Stress using Single Class Classifier"

"Language Identification of Person Names using CF-IOF based Weighting Function"

"Keyword Search using Modified Minimum Edit Distance Measure"

"Word-independent model for evaluation of syllable stress"

"Introducing roughness in voice conversion through jitter modeling and modification"

"Articulatory class based spectral envleope for voice fonts"

"Using phone and diphone based acoustic models for voice conversion: A step towards creating voice fonts”

"Using viseme based acoustic models for speech driven lip synthesis”

"Modeling speaking rate for voice fonts"

"Animating expressive faces to speak in Indian languages"

"A large vocabulary continuous speech recognition system for Hindi"

"Using likelihood L-statistic to measure confidence in audio-visual speech recognition"

"Robust detection of visual ROI for visual speechreading"

"Joint processing of audio and visual information for multimedia indexing and human-computer interaction"

"Translingual visual speech synthesis"

"A cascade image transform for speaker independent automatic speechreading"

"On deriving a phoneme model for a new language"

"Adapting phonetic decision trees between languages for continuous speech recognition"

"On large vocabulary continuous speech audio-visual speech recognition"

"Late integration in continuous audio-visual speech recognition"

"Information extraction from documents containing handwritten text"

"Few shot incremental learning for named entity recognition"

"Using secure and reliable benefit-analysis matchmaking to select federated learning candidates"

"Method, apparatus and computer program for federated learning with reduced information leakage (federated learning with partitioned and dynamically-shuffled model updates)"

"TRUSTED AND DECENTRALIZED AGGREGATION FOR FEDERATED LEARNING"

"Input-encoding with federated learning"

"Data subset selection for federated learning"

"Multi-objective machine learning with model and hyperparameter optimization fusion"