Auditory spectro-temporal processing in the envelope-frequency domain: Experiments and models
نویسندگان
چکیده
Three experimental paradigms were used to specify the auditory system’s frequency selectivity for amplitude modulation (AM). In the first experiment, masked-threshold patterns were obtained for signal-modulation frequencies of 4, 16, 64 and 256 Hz in the presence of a half-octave-wide modulation masker, both applied to the same noise carrier with a bandwidth ranging from 1 to 4 kHz. In the second experiment, psychophysical tuning curves (PTCs) were obtained for signal-modulation frequencies of 16 and 64 Hz imposed on a noise carrier as in the first experiment. In the third experiment, masked thresholds for signal-modulation frequencies of 8, 16, 32 and 64 Hz were obtained according to the “classical” band-widening paradigm, where the bandwidth of the modulation masker ranged from 1/8 to 4 octaves, geometrically centered on the signal frequency. The first two experiments allowed a direct derivation of the shape of the modulation filters while the latter paradigm only provided an indirect estimate of the filter bandwidth. Thresholds from the experiments were predicted on the basis of an envelope power-spectrum model (EPSM) which integrates the envelope power of the modulation masker in the passband of a modulation filter tuned to the signal-modulation frequency. The Q-value of second-order bandpass modulation filters was fitted to the masking data using a least-squares algorithm. Q-values of about 1 for frequencies up to 64 Hz suggest an even weaker selectivity for modulation than assumed in earlier studies. The same model also accounted reasonably well for the shape of the temporal modulation transfer function (TMTF) obtained for carrier bandwidths in the range from 1 to 6000 Hz. Peripheral filtering and effects of peripheral This chapter is published as S. D. Ewert and T. Dau, (2000), “Characterizing frequency selectivity for envelope fluctuations”, J. Acoust. Soc. Am. 108, 1181-1196.
منابع مشابه
Phoneme Classification Using Temporal Tracking of Speech Clusters in Spectro-temporal Domain
This article presents a new feature extraction technique based on the temporal tracking of clusters in spectro-temporal features space. In the proposed method, auditory cortical outputs were clustered. The attributes of speech clusters were extracted as secondary features. However, the shape and position of speech clusters change during the time. The clusters temporally tracked and temporal tra...
متن کاملDynamics of Spectro - Temporal Tuning in Primary Auditory Cortex of the Ferret
In this paper, we explore spectro-temporal tuning in primary auditory cortex following a sudden change in spectro-temporal content. We previously characterized the steady-state spectrotemporal tuning properties of cortical cells with respect to broadband sounds by presenting sounds with a spectro-temporal envelope of constant spectral density and angular frequency for several seconds. However, ...
متن کاملIdealized Computational Models for Auditory Receptive Fields
We present a theory by which idealized models of auditory receptive fields can be derived in a principled axiomatic manner, from a set of structural properties to (i) enable invariance of receptive field responses under natural sound transformations and (ii) ensure internal consistency between spectro-temporal receptive fields at different temporal and spectral scales. For defining a time-frequ...
متن کاملScale-Space Theory for Auditory Signals
We show how the axiomatic structure of scale-space theory can be applied to the auditory domain and be used for deriving idealized models of auditory receptive fields via scale-space principles. For defining a time-frequency transformation of a purely temporal signal, it is shown that the scale-space framework allows for a new way of deriving the Gabor and Gammatone filters as well as a novel f...
متن کاملCross-frequency Temporal Envelope Correlation in Complex Auditory Signals: Preliminary Investigations
When concurrent acoustic signals are produced from different sources, their evolution in the spectro-temporal domain is independent. Each signal may however contain short-term spectral events with a common modulation of amplitude across time. This comodulation may be helpful for building auditory streams. When the information that is processed by two spectral channels share a common amplitude m...
متن کامل