Noise Power Spectral Density Estimation for Public Address Systems in Noisy Reverberant Environments

نویسندگان

  • Neda Faraji
  • Richard C. Hendriks
چکیده

In many public areas, public address systems play a central role in broadcasting important messages. Consider e.g., airports or train stations. The intelligibility of messages broadcast by such public address systems gets reduced due to environmental noise sources. Usually, these systems therefore employ a pre-processing module to modify the original message such that its intelligibility in the noisy environment is increased. Most of the pre-processing methods for intelligibility improvement require an estimate of the environmental noise PSD. However, existing noise PSD estimators overestimate the noise PSD in reverberant environments, leading to an overamplification of the speech by the speech intelligibility pre-processing module. In this paper, we propose a new MMSE-based noise PSD estimator that can be utilized in public address systems considering reverberation.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Partitioned residual echo power estimation for frequency-domain acoustic echo cancellation and postfiltering

Residual echo arises in hands–free telephony equipment due to insufficient echo canceler convergence, but can be suppressed using a postfilter. The residual echo power spectral density is the most crucial control parameter for both frequency–domain acoustic echo cancellation and combined residual echo and noise postfiltering. In this contribution we present and compare residual echo power spect...

متن کامل

Performance analysis of dual source transfer-function generalized sidelobe canceller

In this work, we evaluate the performance of a recently proposed adaptive beamformer, namely Dual source Transfer-Function Generalized Sidelobe Canceller (DTF-GSC). The DTF-GSC is useful for enhancing a speech signal received by an array of microphones in a noisy and reverberant environment. We demonstrate the applicability of the DTF-GSC in some representative reverberant and non-reverberant e...

متن کامل

PSD estimation in Beamspace for Estimating Direct-to-Reverberant Ratio from A Reverberant Speech Signal

A method for estimation of direct-to-reverberant ratio (DRR) using a microphone array is proposed. The proposed method estimates the power spectral density (PSD) of the direct sound and the reverberation using the algorithm PSD estimation in beamspace with a microphone array and calculates the DRR of the observed signal. The speech corpus of the ACE (Acoustic Characterisation of Environments) C...

متن کامل

Verified speaker localization utilizing voicing level in split-bands

This paper proposes a joint verification-localization structure based on split-band analysis of speech signal and the mixed voicing level. To address the problems in reverberant acoustic environments, a new fundamental frequency estimation algorithm is proposed based on high resolution spectral estimation. In the reconstruction of the distorted speech this information is utilized to reduce the ...

متن کامل

An MTF-based blind restoration of temporal power envelopes as a front-end processor for automatic speech recognition systems in reverberant environments

To reduce speech degradation in reverberant environments, we previously proposed a modulation transfer function (MTF) based method of speech restoration. The room impulse response (RIR) in this restoration does not need to be measured at any time since we modeled the power envelope of the RIRs as an exponential decay function. Speech is assumed to be temporal modulated with white noise carrier ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2012