Yes, it does. You haven't really given enough information though.
What format are your sample files in (WAV, MP3, AAC, FLAC, OGG)?
What is the word size (8bit, 16bit, 24bit)?
What is the sample rate?
How are you planning on getting the audio to be tested into the Arduino?