Chili is right about sound quality: the only way different CD media can be of significantly 'lower fidelity' for digital audio is in the case of a high rate of read/write errors. It's no different to asking if a brand of hard drive or memory card sounds better - it's all just ones and zeros - though optical media are more error prone than other digital media. If most of your CDs burn OK, and they play OK on most players, it's very unlikely you can improve the sound by changing brand. If you want to obsess about it you can rip and re-burn several CDs and then CRC check the copies with the originals - though I figure on that being a waste of time myself...
Incidentally, some brands of disc are more or less compatible with certain models of burner - sometimes what seems a 'bad batch' of discs will work fine in a different burner - so the best recommendations for a brand of CD are those based upon use with the same model of burner.
Taiyo Yuden are a superb brand but I avoid 'tinted' CD-R discs these days: optically untinted ones seem to have a wider compatibility for playback, especially in old and/or cheap players. I do use Taiyo Yuden waterproof printable DVD-Rs - they have a unique ceramic print surface which is amazing - but read/write performance-wise much cheaper discs are easily good enough - the Taiyo discs are really very expensive unless you have very specific reasons to need their unique qualities.
