The COVID-19 pandemic has brought innovative inventions like voice recognition technology to the public. During the lockdown, smart speaker sales surged beyond all previous records, and COVID-19 completely altered our way of life. A component of speech recognition is voice technology. Now that speech technology can combine native languages like Gujarati, Hindi, Bengali, and Marathi, it can reach clients in rural areas and increase the acceptance of this technology worldwide. COVID-19 has accelerated the use of speech technology as a safe and hygienic replacement for in-person communications and exchanges. Frontline workers are the most vital participants in the battle against the eruption and in ensuring our shield during this fortunate period. Widespread adoption might result in lower operating costs and time savings, enabling physicians to see more patients and focus on delivering high-quality treatment. Voice-assisted technology will assist banks in providing gratifying customer service and enhancing biometric security. By 2024, Digital voice assistant shipments will exceed the human population and approach 8.4 billion units. The aim of this paper focuses on an acceptance of voice recognition technology during COVID-19 global health crisis which aids the indigent by mining the content in web and providing to the demanding and valuable sectors, including banking, healthcare, e-commerce, transportation, and marketing.