Acoustic invariance was investigated in 200 unaspirated stops from English, Telugu, and French, using the Wigner distribution. The bilabials were characterized either by absence of any noticeable burst, or by an energy concentration in the low‐frequency region during the burst, when present. The burst of alveolars was mostly diffuse in nature, but sometimes became compact, especially when it was followed by a back vowel. The burst of velars had a compact spectrum centered near F2 of the vowel, when followed by back vowels, but was most often diffuse when followed by a front vowel. The burst of all dental from Telugu was found to be diffuse. When the burst of alveolars was compact, or that of velars diffuse, the duration from the start of the burst to the start of the vowel and F2 of the vowel were found to be reliable cues for place of articulation. The diffuse nature of bilabials and alveolars, reported by Lahiri et al. [J. Acoust. Soc. Am. 76, 391–404 (1984)] and by the authors referenced therein, can be partly attributed to the temporal averaging of the burst spectrum and the diffuse vowel spectrum, which is inevitable in Fourier‐type analyses [Garudadri et al., J. Acoust. Soc. Am. Suppl. 1 79, S94 (1986)]. Unlike in other investigations, no apparent pattern could be found for the tokens wrongly classified. [Work supported, in part, by NSERC, Canada.]