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Is this service capable of waveform recognition and track identification like Gracenote? I uploaded a few (semi popular) tracks with no metadata to see if the Echo Nest service can identify it but had no luck getting artist name using get_metadata method.

webcluj - the current version of analyze just returns the metadata data that was found in the ID3 tags. We are working toward a full track ID solution, so stay tuned. -- Paul