Predicting Pain and Disability From Voice Recordings in Low Back Pain

"Participants will be asked to read a standardized one-minute text aloud in a quiet room. Their voices will be recorded using a high-quality microphone. The recordings will later be analyzed for acoustic features such as pitch, speech rate, pauses, and intonation.~This procedure is non-invasive and does not involve any clinical or pharmacological intervention."