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I am trying to develop an Alexa skill which can record users voice and perform some operations on it. But I have read that it is not possible. But I think it is because voice memo is an amazon skill which records users voice. So, How can we record user voice in Alexa skill and then use that voice in mp3 or wav format.

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Skills currently do not have a way to capture audio. Some try to use the AMAZON.SearchQuery slot to capture just the text, but this is not going to be reliable or a good experience for your users especially for longer messages.