Data Collection

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Conversational AI Data Collection and Best Practices for Business Growth

Artificial Intelligence, Business News, Conversational AI, Data Collection, Shaip Blogs

Conversational AI, powered by advanced technologies like natural language processing (NLP) and machine learning (ML), has revolutionized how businesses interact with customers. From chatbots and virtual assistants to voice-activated devices like Siri and Alexa, these systems offer automated, intelligent, and human-like conversations that enhance user experience and streamline operations. Recent studies show that AI chatbots […]

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Project Vaani: Shaip’s Role in Shaping Multilingual AI for India

Artificial Intelligence, Audio Collection, Data Collection, Shaip Blogs, Speech Data Collection, Speech Recognition

In a country as culturally diverse and linguistically rich as India, building inclusive AI begins with collecting representative, high-quality datasets. That’s the vision behind Project Vaani—a large-scale, open-source initiative led by ARTPARK, IISc Bengaluru, and Google, aiming to give voice to every Indian language and dialect. The ambitious goal? To collect 150,000+ hours of speech

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Golden Datasets: The Foundation of Reliable AI Systems

ai training data, Artificial Intelligence, Data Collection, Shaip Blogs

The golden datasets in AI refer to the purest and highest quality datasets that you can get to train your AI system. Being the highest standard of datasets, golden datasets are often referred to as “ground truth datasets,” and provide a benchmark for the AI systems.  The reason why the term “Golden Datasets” became popular

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The True Cost of AI Training Data: How to Budget Effectively for High-Quality Datasets

Artificial Intelligence, Audio Collection, Data Collection, Healthcare AI, Image Collection, Shaip Blogs, Text Collection, Video Collection

Developing Artificial Intelligence (AI) systems is a complex and resource-intensive process. From sourcing data to training models, the journey involves numerous challenges that can significantly impact both costs and timelines. A well-planned budget for AI training data is critical to ensure the success of your AI initiatives, both in terms of functionality and return on

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Real-World Data vs. Synthetic Data: Unraveling the Future of AI

Artificial Intelligence, Data Collection, Shaip Blogs

Once you enter the AI domain, you will often come across the term ‘synthetic data.’ In simple terms, the synthetic data is artificially generated data which is designed to duplicate the real-world data.  On the other hand, human-generated data is traditional data, which is collected by humans and can be anything from social media interactions,

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What is Text-to-Speech? – TTS Explained

Artificial Intelligence, Data Collection, Shaip Blogs, Speech Data Collection, Text Collection, TTS

Imagine conversing with your smartphone, listening to your favorite articles read aloud while driving, or learning a new language with perfect pronunciation—all without human intervention. This is the magic of Text-to-Speech (TTS) technology. Companies are also heavily investing in TTS, especially after the AI boom. The TTS market was valued at $3.2 billion in 2023

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What Are Small Language Models? Real World Example and Training Data

ai training data, Artificial Intelligence, Audio Collection, Conversational AI, Data Collection, Shaip Blogs

They say great things come in small packages and perhaps, Small Language Models (SLMs) are perfect examples of this. Whenever we talk about AI and language models mimicking human communication and interaction, we immediately tend to think of Large Language Models (LLMs) like GPT3 or GPT4. However, at the other end of the spectrum lies

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