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Your approach was correct.
Amazon Comprehend is primarily a natural language processing (NLP) service, does not directly support audio file processing Amazon Transcribe is the AWS service designed for transcribing audio files into text. Once you have the text transcription, you can then use Amazon Comprehend to perform NLP tasks on the transcribed text.