Podcasts are pretty niche. Almost all codec use these days is from streaming services or video/phone calls - YouTube, Spotify, WhatsApp, etc. None of those use MP3.
The original question was whether or not audio could be fingerprinted from white noise, or if compression would obscure that fingerprint. The original context was YouTube videos specifically.
Sufficient to support the latter assertion was that lossy compression is frequently used.
YouTube's webm does in fact use lossy compression as noted. MP3 is, I assert, still significantly used in multiple contexts, including many podcast sites. I haven't specifically surveyed those, and don't use Apple Podcasts myself (never bought into the ecosystem, though as it happens, this specific response is coming from a MacOS system). I do make heavy use of tools such as youtube-dl and mpv, and find that those do in fact frequently find and extract mp3 audio from various sources, including podcasts and IIRC Soundcloud.
Verification is as simple as:
youtube-dl -F <URL>
The '-F' flag will list available downloadable formats.
E.g.:
$ youtube-dl -F 'https://soundcloud.com/danyork/tdyr-362-thoughts-on-wordpress'
[soundcloud] danyork/tdyr-362-thoughts-on-wordpress: Downloading info JSON
[soundcloud] None: Downloading webpage
[soundcloud] None: Downloading webpage
[soundcloud] danyork/tdyr-362-thoughts-on-wordpress: Downloading info JSON
[soundcloud] 637919466: Downloading JSON metadata
[soundcloud] 637919466: Downloading JSON metadata
[soundcloud] 637919466: Downloading JSON metadata
[info] Available formats for 637919466:
format code extension resolution note
hls_opus_64 opus audio only audio@ 64k
hls_mp3_128 mp3 audio only audio@128k
http_mp3_128 mp3 audio only audio@128k (best)
Pedants are my fourth favourite people, but only during Lent on leap years, prior to Vespers, during a blue moon.
'Opus (audio format) - Wikipediahttps://en.wikipedia.org › wiki › Opus_(audio_format)
CELT includes both spectral replication and noise generation, similar to AAC's SBR and PNS'
YouTube itself seems to rely more on webm for audio. That seems to be a container for Opus or Vorbis formats.
Vorbis and Opus themselves are lossy encoders (Ogg Vorbis).