While lossy text compression is useless for storage ... LZ, etc can come in. (Those are lossless examples, but this new approach is a lossy one, given the LLM.) Report comment. Reply.

Lossy compression methods are in fact quite useful. JPEG compression, for example, is a good example of discarding data that isn’t readily perceived by humans to make a smaller file, but that ...

Lossy compression is never used for business data and text, which demand a perfect restoration (see lossless compression). See data compression , codec examples , JPEG , MPEG and MP3 .

For example, a text document may contain 200 empty spaces, 100 instances of the word in and 50 instances of the words the defendant said. ... Lossy Compression. For graphics, ...

An example of when you would want lossless data compression, even if it means that you have to store more data, is when you’re compressing data that originates from a database.

Lossy compression bypasses text-to-image portions of Stable Diffusion with interesting results. ... Experimental examples of using Stable Diffusion to compress images.

Lossy compression denotes the fact that some visual or auditory information is discarded in the compression process, primarily to lower the file size for storage or streaming. While the majority of ...

All compression methods used to compress text, databases and other business data are lossless. For example, the ZIP archiving technology (PKZIP, WinZip, etc.) is the most widely used lossless ...

Lossy compression reduces the size of an original audio file up to ten times, but some audio data is lost in the process. ... Microsoft Edit command-line text editor for Windows. June 22, 2025.

Other forms of lossy compression include AAC, Dolby Digital, and DTS. At 320 kbps, the difference between MP3 and CD sound is barely audible; you really have to listen carefully to hear it.