miprasad

Speech Recognition for Singlish

Mithun Prasad, PhD, Senior Data Scientist at Microsoft Manprit Singh, MS, Data & AI Strategist at Microsoft   Much of human communication happens using speech. Today with digital systems that act as ether for human speech constantly capture and store speech. This is generating a data stream of gigantic proportions. As more and more systems provide speech […]

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Not Enough Data? GPT-3 to the rescue

Mithun Prasad, PhD, Senior Data Scientist at Microsoft “I don’t have enough relevant data for my project”! Nearly every data scientist has uttered this sentence at least once. When developing robust machine learning models, we typically require a large amount of high-quality data. Obtaining such data and more so, labelled or annotated data can be time-consuming, tedious

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Search as a conversation using LUIS

Mithun Prasad, PhD, Data Scientist at Microsoft Chatbots The rise of artificial intelligence (AI) in the last few years has given a massive push to the idea of conversational interfaces, commonly known as chatbots. Chatbots can maintain a conversation with a user in natural language, understand the user’s intent and send responses based on the organization’s business

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Hacking the RegEx entity within LUIS

By Jaya Mathew and Mithun Prasad, PhD In our previous blog, we gave a brief introduction to machine translation, explored various topics like identifying the language and how to perform translation/transliteration of spoken or typed text using Microsoft’s Translator Text API. In addition, we also discussed how translated or transliterated text can be integrated within

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Evaluating the performance of your LUIS app

Mithun Prasad, PhD and Jaya Mathew, Data Scientists at Microsoft In our previous blog, we gave a brief introduction to machine translation, explored various topics like identifying the language and how to perform translation/transliteration of spoken or typed text using Microsoft’s Translator Text API. In addition, we also discussed how translated or transliterated text can be integrated

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Introduction to Azure DevOps for Machine Learning

Mithun Prasad, PhD, Data Scientist at Microsoft     As data scientists, we are used to developing and training machine learning models in our local Python notebook, and handing off the resultant code to an app developer who must then integrate it into the larger application and deploy it.  Often times, any bugs or performance issues go undiscovered

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Adding multi-language support for Azure AI applications quickly

Mithun Prasad, PhD and Jaya Mathew, Data Scientists at Microsoft   There is a growing demand for applications which support speech, language identification, translation or transliteration from one language to another. Common questions that customers encounter as they consider possible solutions are:  How do we identify which language is being spoken/typed by the user?  How do we translate one language to another for the

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