A maximum-likelihood approach to stochastic matching for robust speech recognition
A Sankar, CH Lee - IEEE transactions on speech and Audio …, 1996 - ieeexplore.ieee.org
Presents a maximum-likelihood (ML) stochastic matching approach to decrease the acoustic
mismatch between a test utterance and a given set of speech models so as to reduce the …
mismatch between a test utterance and a given set of speech models so as to reduce the …
Transformer models: an introduction and catalog
In the past few years we have seen the meteoric appearance of dozens of foundation models
of the Transformer family, all of which have memorable and sometimes funny, but not self-…
of the Transformer family, all of which have memorable and sometimes funny, but not self-…
Bayesian model combination (baycom) for improved recognition
A Sankar - … .(ICASSP'05). IEEE International Conference on …, 2005 - ieeexplore.ieee.org
Combining the recognition outputs of multiple systems using methods such as ROVER or its
extensions gives improved performance. However, previous approaches have been …
extensions gives improved performance. However, previous approaches have been …
Speech recognition for medical conversations
In this work we explored building automatic speech recognition models for transcribing
doctor patient conversation. We collected a large scale dataset of clinical conversations ($14,000…
doctor patient conversation. We collected a large scale dataset of clinical conversations ($14,000…
Efficient lattice representation and generation
We describe two new techniques for reducing word lattice sizes without eliminating hypotheses.
The first technique is an algorithm to reduce the size of non-deterministic bigram word …
The first technique is an algorithm to reduce the size of non-deterministic bigram word …
Childhood and adolescent nodular lymphocyte predominant Hodgkin lymphoma‐a review of clinical outcome based on the histological variants
AG Shankar, AA Kirkwood, GW Hall… - British Journal of …, 2015 - Wiley Online Library
Nodular lymphocyte predominant Hodgkin lymphoma ( nLPHL ) comprises approximately
10–12% of all childhood Hodgkin lymphoma. As the majority have low stage disease recent …
10–12% of all childhood Hodgkin lymphoma. As the majority have low stage disease recent …
IndicLLMSuite: a blueprint for creating pre-training and fine-tuning datasets for indian languages
Despite the considerable advancements in English LLMs, the progress in building comparable
models for other languages has been hindered due to the scarcity of tailored resources. …
models for other languages has been hindered due to the scarcity of tailored resources. …
Nodular lymphocyte predominant H odgkin lymphoma in children and adolescents–a comprehensive review of biology, clinical course and treatment options
A Shankar, S Daw - British journal of haematology, 2012 - Wiley Online Library
Nodular lymphocyte predominant H odgkin lymphoma (n LPHL ) is a unique variant of H
odgkin lymphoma with an overall good prognosis. It is conspicuously different from classical H …
odgkin lymphoma with an overall good prognosis. It is conspicuously different from classical H …
Connectionist speaker normalization and adaptation
V Abrash, H Franco, A Sankar, M Cohen - Proc. Eurospeech 1995, 1995 - isca-archive.org
In a speaker-independent, large-vocabulary continuous speech recognition systems,
recognition accuracy varies considerably from speaker to speaker, and performance may be …
recognition accuracy varies considerably from speaker to speaker, and performance may be …
Resection alone in 58 children with limited stage, lymphocyte‐predominant Hodgkin lymphoma–experience from the European network group on pediatric Hodgkin …
…, S Gorde‐Grosjean, D Hasenclever, A Shankar… - Cancer, 2007 - Wiley Online Library
BACKGROUND. Lymphocyte‐predominant Hodgkin lymphoma (LPHL) is a rare, CD20‐positive,
good prognostic lymphoma in children. Patients with early‐stage LPHL who underwent …
good prognostic lymphoma in children. Patients with early‐stage LPHL who underwent …