Vaikhari Think Tank is a collective of industry veterans, AI researchers, and academic experts who bring together decades of experience in AI/ML. Our mission is to deliver insightful, curated content that empowers developers, startups, and enterprises to build, evaluate, and deploy reliable AI models with confidence.
Audio Evaluation 101: The Essential Guide for Audio Quality Testing Audio quality is a critical aspect of any audio processing system, whether it’s speech recognition, text-to-speech, voice conversion, or audio enhancement. Accurately evaluating audio quality is essential for developing systems that deliver clear, natural, and intelligible sound. This article provides an overview of audio evaluation,…
Often, Evaluation is All You Need In AI strong evaluation is often the difference between a model that works in the lab and one that performs reliably in the real world. This article explores why effective evaluation is critical, the hidden costs of weak evaluation, and the key components of a robust evaluation framework. By…
