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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