The Operatics of Cabiria (1914): Intermediality in Early Italian Cinema

This article presents an intermedial analysis of the Italian silent film Cabiria by Giovanni Pastrone within the cultural context of its time. Employing theories developed by Werner Wolf and Irina Rajewsky, the article lays out the intermedial and transmedial relationships of Cabiria with other media, in particular opera, literature, and painting, and illustrates that operatic references are incorporated recognizably during key moments of the film. By contrasting these references with specific cinematic techniques, Pastrone demonstrates that film is able to elicit an operatic sensation and that film is a distinct and valuable form of art.

Corpus-Based Speech Enhancement With Uncertainty Modeling and Cepstral Smoothing

We present a new approach for corpus-based speech enhancement that significantly improves over a method published by Xiao and Nickel in 2010. Corpus-based enhancement systems do not merely filter an incoming noisy signal, but resynthesize its speech content via an inventory of pre-recorded clean signals. The goal of the procedure is to perceptually improve the sound of speech signals in background noise. The proposed new method modifies Xiao's method in four significant ways. Firstly, it employs a Gaussian mixture model (GMM) instead of a vector quantizer in the phoneme recognition front-end. Secondly, the state decoding of the recognition stage is supported with an uncertainty modeling technique. With the GMM and the uncertainty modeling it is possible to eliminate the need for noise dependent system training. Thirdly, the post-processing of the original method via sinusoidal modeling is replaced with a powerful cepstral smoothing operation. And lastly, due to the improvements of these modifications, it is possible to extend the operational bandwidth of the procedure from 4 kHz to 8 kHz. The performance of the proposed method was evaluated across different noise types and different signal-to-noise ratios. The new method was able to significantly outperform traditional methods, including the one by Xiao and Nickel, in terms of PESQ scores and other objective quality measures. Results of subjective CMOS tests over a smaller set of test samples support our claims.