Multiple features can be extracted from time-frequency representation of signals for the purpose acoustic event detection. However, many underwater are formed by multiple events (impulsive and tonal), which generates difficulty on high-resolution TFR each component. For characterization such different events, we propose an anisotropic chirplet transform to achieve with high energy concentration...