Converting MP3 to WAV unpacks the already-decoded audio data inside your MP3 into an uncompressed PCM container — it does not and cannot recover any detail the MP3 encoder discarded when the file was first created. This is worth saying plainly up front because it's one of the most common misunderstandings about audio conversion: a WAV file made from an MP3 is still, fundamentally, the same lossy audio, just stored a different way. What this tool actually does is decode the lossy MP3 bitstream back into raw samples and write those samples into a WAV header with no further compression — you end up with an uncompressed container holding the same (lossy) sound, not a higher-fidelity version of it.
The reason this conversion exists despite not improving quality is that a lot of software and hardware either requires WAV input or behaves better with it. Digital audio workstations like Pro Tools, Logic, and older versions of Audacity sometimes expect uncompressed PCM for certain operations rather than decoding a compressed format on the fly. Hardware samplers, some karaoke machines, legacy broadcast automation systems, and CD-burning software frequently reject MP3 outright and only accept WAV or another PCM format. If you've hit a wall where a piece of software or a device simply won't touch your MP3 file, converting to WAV sidesteps that compatibility gate entirely.
There's also a legitimate technical reason beyond simple compatibility: avoiding further generational loss. If you plan to open the audio in an editor, apply effects, trim it, or otherwise process it and need to save intermediate versions, doing that work on a WAV avoids repeatedly decoding and re-encoding through MP3's lossy algorithm at every save. Lossy-to-lossy round-trips compound quality loss each time; working from an uncompressed WAV while editing, and only re-compressing once at the very end, keeps that damage to a single pass instead of several.
The output here uses pcm_s16le — 16-bit signed little-endian PCM, the same bit depth used on audio CDs and the format most universally referred to as 'CD quality.' It's the least common denominator PCM format: essentially every piece of software, operating system, and audio hardware built in the last three decades can open a 16-bit WAV without complaint. Expect the resulting file to be roughly 10x larger than the source MP3, since nothing in the output is compressed — that size increase is the direct, visible cost of an uncompressed container, not a sign that any audio detail was added back.
Need a lossless container without WAV's full file size? MP3 to FLAC compresses that exact same decoded audio losslessly, usually to roughly half WAV's size, with no additional quality cost.