Noise Removal in One-Dimensional Signals Using the Iterative Shrinkage Total Variation Algorithm: A Practical Exploration with Synthetic and Real-World Audio Data
Total Variation (TV) filtering, particularly the Iterative Shrinkage Algorithm, effectively removes noise from one-dimensional signals, as demonstrated through synthetic tests and real-world audio data, including the removal of vuvuzela noise.