It was the second arrest this year for Travis. He was arrested in February for public intoxication.
A Pontiac Trans Am registered to Travis, 53, had driven off a road west of Tioga (about 25 miles northeast of Denton) around midnight Tuesday, according to the Texas Department of Public Safety.
The singer refused sobriety tests so a blood specimen was taken. The test results are are pending.