Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks

Footsteps are among the most ubiquitous sound effects in multimedia applications. There is substantial research into understanding the acoustic features and developing synthesis models for footstep sound effects. In this paper, we present a first attempt at adopting neural synthesis for this task. We implemented two GAN-based architectures and compared the results with real recordings as well as six traditional sound synthesis methods. Our architectures reached realism scores as high as recorded samples, showing encouraging results for the task at hand

Design and evaluation of a web-and mobile-based binaural audio platform for cultural heritage

PlugSonic is a suite of web- and mobile-based applications for the curation and experience of 3D interactive soundscapes and sonic narratives in the cultural heritage context. It was developed as part of the PLUGGY EU project (Pluggable Social Platform for Heritage Awareness and Participation) and consists of two main applications: PlugSonic Sample, to edit and apply audio effects, and PlugSonic Soundscape, to create and experience 3D soundscapes for headphones playback. The audio processing within PlugSonic is based on the Web Audio API and the 3D Tune-In Toolkit, while the mobile exploration of soundscapes in a physical space is obtained using Apple’s ARKit. The main goal of PlugSonic is technology democratisation; PlugSonic users-whether cultural institutions or citizens-are all given the instruments needed to create, process and experience 3D soundscapes and sonic narratives; without the need for specific devices, external tools (software and/or hardware), specialised knowledge or custom development. The aims of this paper are to present the design and development choices, the user involvement processes as well as a final evaluation conducted with inexperienced users on three tasks (creation, curation and experience), demonstrating how PlugSonic is indeed a simple, effective, yet powerful tool

Neural Synthesis of Footsteps Sound Effects with Generative Adversarial Networks

Footsteps are among the most ubiquitous sound effects in multimedia applications. There is substantial research into understanding the acoustic features and developing synthesis models for footstep sound effects. In this paper, we present a first attempt at adopting neural synthesis for this task. We implemented two GAN-based architectures and compared the results with real recordings as well as six traditional sound synthesis methods. Our architectures reached realism scores as high as recorded samples, showing encouraging results for the task at hand

PlugSonic: a web- and mobile-based platform for binaural audio and sonic narratives

PlugSonic is a suite of web- and mobile-based applications for the curation and experience of binaural interactive soundscapes and sonic narratives. It was developed as part of the PLUGGY EU project (Pluggable Social Platform for Heritage Awareness and Participation) and consists of two main applications: PlugSonic Sample, to edit and apply audio effects, and PlugSonic Soundscape, to create and experience binaural soundscapes. The audio processing within PlugSonic is based on the Web Audio API and the 3D Tune-In Toolkit, while the exploration of soundscapes in a physical space is obtained using Apple's ARKit. In this paper we present the design choices, the user involvement processes and the implementation details. The main goal of PlugSonic is technology democratisation; PlugSonic users - whether institutions or citizens - are all given the instruments needed to create, process and experience 3D soundscapes and sonic narrative; without the need for specific devices, external tools (software and/or hardware), specialised knowledge or custom development. The evaluation, which was conducted with inexperienced users on three tasks - creation, curation and experience - demonstrates how PlugSonic is indeed a simple, effective, yet powerful tool

Web-based binaural audio and sonic narratives for cultural heritage

This paper introduces PlugSonic Soundscape and PlugSonic Sample, two web-based applications for the creation and experience of binaural interactive audio narratives and soundscapes. The apps are being developed as part of the PLUGGY EU project (Pluggable Social Platform for Heritage Awareness and Participation). The apps audio processing is based on the Web Audio API and the 3D Tune-In toolkit. Within the paper, we report on the implementation, evaluation and future developments. We believe that the idea of a web-based application for 3D sonic narratives represents a novel contribution to the cultural heritage, digital storytelling and 3D audio technology domains

Higenamine and coclaurine positive doping case associated with herbal massage cream use

Higenamine is a prohibited substance, included in S3 section “β2-agonists” of the World Anti-Doping Agency (WADA) List of Prohibited Substances and Methods [1]. It is anatural alkaloid firstly identified and purified from Aconitum japonicum [2], but present in other plants as a precursor in the biosynthesis of benzylisoquinoline alkaloids [3]. Either because the large use of botanical components in the composition of natural products and because of the wide distribution benzylisoquinoline derivatives in plants, the ingredients should be taken into consideration as possible sources of higenamine to prevent its non voluntary assumption. The purpose of this work was to verify the possible presence of higenamine, not declared on the label, in an herbal cream after an adverse analytical finding reported by our laboratory . The investigation has been carried out following the request, and with the consensus, of the Testing Authorit

Effects of the administration of miconazole by different routes on the biomarkers of the "steroidal module" of the Athlete Biological Passport.

This article reports the results obtained from the investigation of the influence of miconazole administration on the physiological fluctuation of the markers of the steroid profile included in the "steroidal module" of the Athlete Biological Passport. Urines collected from male Caucasian subjects before, during, and after either systemic (i.e., oral and buccal) or topical (i.e., dermal) treatment with miconazole were analyzed according to validated procedures based on gas chromatography coupled to tandem mass spectrometry (GC-MS/MS) (to determine the markers of the steroid profile) or liquid chromatography coupled to MS/MS (LC-MS/MS) (to determine miconazole urinary levels). The results indicate that only after systemic administration, the markers of the steroid profile were significantly altered. After oral and buccal administration, we have registered (i) a significant increase of the 5α-androstane-3α,17β-diol/5β-androstane-3α,17β-diol ratio and (ii) a significant decrease of the concentration of androsterone, etiocholanolone, 5β-androstane-3α,17β-diol, and 5α-androstane-3α,17β-diol and of the androsterone/etiocholanolone, androsterone/testosterone, and 5α-androstane-3α,17β-diol/epitestosterone ratios. Limited effects were instead measured after dermal intake. Indeed, the levels of miconazole after systemic administration were in the range of 0.1-12.5 μg/ml, whereas after dermal administration were below the limit of quantification (50 ng/ml). Significant alteration started to be registered at concentrations of miconazole higher than 0.5 μg/ml. These findings were primarily explained by the ability of miconazole in altering the kinetic/efficacy of deglucuronidation of the endogenous steroids by the enzyme β-glucuronidase during the sample preparation process. The increase of both incubation time and amount of β-glucuronidase was demonstrated to be effective countermeasures in the presence of miconazole to reduce the risk of uncorrected interpretation of the results