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I created a simple React project with create-react-app and added a component “RecorderAndTranscriber” that contains all the client side functionality. It is worth noting that I used the getUserMedia method from MediaDevices API to get access to the microphone. This access is used by MediaRecorder, which is what we use to record the actual audio. I use setInterval for the timer.
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Civic Auth
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I created a simple React project with create-react-app and added a component “RecorderAndTranscriber” that contains all the client side functionality. It is worth noting that I used the getUserMedia method from MediaDevices API to get access to the microphone. This access is used by MediaRecorder, which is what we use to record the actual audio. I use setInterval for the timer.
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To calculate the Word Error Rate I took a python script from the tensorflow/lingvo project and rewrote it in js. In essence, it is just a simple solution of the Edit Distance task, in addition to error calculation for each of the three types: deletion, insertion, and replacement. In the end, I did not the most intelligent method of comparing texts, and yet it was sufficient enough to later on add parameters to queries to Speech-to-Tex.
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To support the client side, I chose to use Node.js and Express. I made an index.js file, in which collected th the needed APIs and methods:
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To support the client side, I chose to use Node.js and Express. I made an index.js file, in which collected th the needed APIs and methods:
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CodeRabbit
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