@Raghu E While using the SDK with the browser you need to download and extract the Speech SDK for JavaScript microsoft.cognitiveservices.speech.sdk.bundle.js file, and place it in a folder accessible to your HTML file.
You can try these samples from the documentation for browser scenarios and check if it works when you deploy it on any webserver.