Consider a scenario where you are tasked with developing a speech recognition system. Explain how Edit Distance could be used to enhance the accuracy of transcribing spoken words into text.
- Apply the Edit Distance algorithm to randomly modify transcribed words to enhance the variety of recognized words in the system.
- Implement the Edit Distance algorithm to prioritize transcribing spoken words without considering their accuracy.
- Use the Edit Distance algorithm to measure the average length of spoken words and adjust the transcription accordingly.
- Utilize the Edit Distance algorithm to compare the transcribed text with a reference text, correcting errors by identifying and correcting substitutions, insertions, and deletions.
In a speech recognition system, the Edit Distance algorithm can enhance accuracy by comparing the transcribed text with a reference text. It identifies and corrects errors such as substitutions, insertions, and deletions, contributing to more accurate transcriptions of spoken words into text.
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