Research Article

Speech Watermarking for Tampering Detection Based on Modifications to LSFs

Table 1

Bit detection rates for robustness tests.

ProcessingBit detection rates (%)
Nonblind detectionBlind detection

No modifications100.0098.75
Scaling by 0.5100.0098.75
Scaling by 2.0100.0098.75
Resampling at 12 kHz91.2545.00
Resampling at 24 kHz100.0097.50
Requantization with 8 bits80.0051.25
Requantization with 24 bits100.0098.75
STFT100.0098.75