• Title/Summary/Keyword: Audio Data

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DCT and DWT Based Robust Audio Watermarking Scheme for Copyright Protection

  • Deb, Kaushik;Rahman, Md. Ashikur;Sultana, Kazi Zakia;Sarker, Md. Iqbal Hasan;Chong, Ui-Pil
    • Journal of the Institute of Convergence Signal Processing
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    • v.15 no.1
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    • pp.1-8
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    • 2014
  • Digital watermarking techniques are attracting attention as a proper solution to protect copyright for multimedia data. This paper proposes a new audio watermarking method based on Discrete Cosine Transformation (DCT) and Discrete Wavelet Transformation (DWT) for copyright protection. In our proposed watermarking method, the original audio is transformed into DCT domain and divided into two parts. Synchronization code is applied on the signal in first part and 2 levels DWT domain is applied on the signal in second part. The absolute value of DWT coefficient is divided into arbitrary number of segments and calculates the energy of each segment and middle peak. Watermarks are then embedded into each middle peak. Watermarks are extracted by performing the inverse operation of watermark embedding process. Experimental results show that the hidden watermark data is robust to re-sampling, low-pass filtering, re-quantization, MP3 compression, cropping, echo addition, delay, and pitch shifting, amplitude change. Performance analysis of the proposed scheme shows low error probability rates.

Collision Hazards Detection for Construction Workers Safety Using Equipment Sound Data

  • Elelu, Kehinde;Le, Tuyen;Le, Chau
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.736-743
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    • 2022
  • Construction workers experience a high rate of fatal incidents from mobile equipment in the industry. One of the major causes is the decline in the acoustic condition of workers due to the constant exposure to construction noise. Previous studies have proposed various ways in which audio sensing and machine learning techniques can be used to track equipment's movement on the construction site but not on the audibility of safety signals. This study develops a novel framework to help automate safety surveillance in the construction site. This is done by detecting the audio sound at a different signal-to-noise ratio of -10db, -5db, 0db, 5db, and 10db to notify the worker of imminent dangers of mobile equipment. The scope of this study is focused on developing a signal processing model to help improve the audible sense of mobile equipment for workers. This study includes three-phase: (a) collect audio data of construction equipment, (b) develop a novel audio-based machine learning model for automated detection of collision hazards to be integrated into intelligent hearing protection devices, and (c) conduct field experiments to investigate the system' efficiency and latency. The outcomes showed that the proposed model detects equipment correctly and can timely notify the workers of hazardous situations.

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Design of Data Processing System for the Automatic Measurement of the Reverberation Time (잔향시간의 자동측정을 위한 데이터 처리 시스템 설계)

  • 이근구
    • Proceedings of the Acoustical Society of Korea Conference
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    • 1984.12a
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    • pp.86-90
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    • 1984
  • In this paper, a method measuring the reverberation time simultaneously on all of the audio frequency range was studied. The system developed in this study is composed of a pink noise generator, filter bank, and microcomputer with graphic display. In the experiment, reverbration time data measured by existing analog method and by the system were compared, and were almost same through the audio frequency. Based on the conclusion, the subject method has more convenience and accuracy with algorithm program development without existing problems and it was found out that this kind of method is widely available for many branches of room accoustics and architectual acoustics.

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Secure Steganographic Model for Audio e-Book Streaming Service (오디오 e-Book 스트리밍을 지원하는 스테가노그래피 모델)

  • Lee, Yun-Jung;Lee, Bong-Kyu;Kim, Chul-Soo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.12
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    • pp.5878-5884
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    • 2011
  • We present steganographic service model and algorism that fit feature of streaming audio book service in order to hide information of copyright and certificate of it. Secret information is encrypted with random numger by secret key that client and server share, so that increase confidentiality. We made secret data distributed randomly and evenly, and improved throughput by simplifying additional computations considering streaming environment.

Implementation of a audio transmission device over the network (네트웍을 통한 음향 전송 장치 구현)

  • Song, Sung-Gun;Park, Seong-Mo
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.633-634
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    • 2008
  • In this paper, we describe implementation of a network Speaker for easily read streaming audio data from the network. The Network Speaker uses MAXIM company's DS80C400 for network control and MAX542 for audio data play. The DS80C400 network microcontroller offers TCP IPv4/6 network stack with the TINI-OS provided in ROM. The TINI-OS is adopted as an embedded operating system. Application programs are implemented by using JAVA language.

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Digital Video Post-production Process with Synchronous FX System on Audio and Video (영상/음향 동시 FX 시스템을 이용한 포스트프로덕션 과정에서의 디지털 영상표현)

  • Jeong Min-Chan
    • Proceedings of the Korea Contents Association Conference
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    • 2005.11a
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    • pp.453-455
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    • 2005
  • This paper suggests a technically advanced way of associating video with audio artistically, the synchronous FX system using its digital data information. And usages of this system are described with introducing processes to extract useful informations from digital audio/video data and methods for sharing these informations with other media.

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Classification of Phornographic Videos Based on the Audio Information (오디오 신호에 기반한 음란 동영상 판별)

  • Kim, Bong-Wan;Choi, Dae-Lim;Lee, Yong-Ju
    • MALSORI
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    • no.63
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    • pp.139-151
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    • 2007
  • As the Internet becomes prevalent in our lives, harmful contents, such as phornographic videos, have been increasing on the Internet, which has become a very serious problem. To prevent such an event, there are many filtering systems mainly based on the keyword-or image-based methods. The main purpose of this paper is to devise a system that classifies pornographic videos based on the audio information. We use the mel-cepstrum modulation energy (MCME) which is a modulation energy calculated on the time trajectory of the mel-frequency cepstral coefficients (MFCC) as well as the MFCC as the feature vector. For the classifier, we use the well-known Gaussian mixture model (GMM). The experimental results showed that the proposed system effectively classified 98.3% of pornographic data and 99.8% of non-pornographic data. We expect the proposed method can be applied to the more accurate classification system which uses both video and audio information.

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An Efficient Audio Watermark Extraction in Time Domain

  • Kang, Hae-Won;Jung, Sung-Hwan
    • Journal of Information Processing Systems
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    • v.2 no.1
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    • pp.13-17
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    • 2006
  • In this paper, we propose an audio extraction method to decrease the influence of the original signal by modifying the watermarking detection system proposed by P. Bassia et al. In the extraction of the watermark, we employ a simple mean filter to remove the influence of the original signal as a preprocessing of extraction and the repetitive insertion of the watermark. As the result of the experiment, for which we used about 20 kinds of actual audio data, we obtain a watermark detection rate of about 95% and a good performance even after the various signal processing attacks.

A public key audio watermarking using patchwork algorithm

  • Hong, Doo-Gun;Park, Se-Hyoung;Jaeho Shin
    • Proceedings of the IEEK Conference
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    • 2002.07a
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    • pp.160-163
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    • 2002
  • This paper presents a statistical technique for audio watermarking. We describe the application of the promising public key watermarking method to the patchwork algorithm. Its detection process does not need the original content nor the secret key used in the embedding process. Special attention is given to statistical method working in the frequency domain. We will present a solution of robust watermarking of audio data. In this scheme, an extension of patchwork audio watermarking is presented which enables public detection of the watermark. Experimental results show good robustness of the approach against MP3 compression and other common signal processing manipulations.

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A Preliminary Examination on the Multimedia Information Needs and Web Searches of College Students in Korea

  • Chung, Eun-Kyung
    • Journal of the Korean Society for Library and Information Science
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    • v.44 no.4
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    • pp.95-114
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    • 2010
  • Multimedia searching is an important activity on the Web, especially among the younger generation. The purpose of this study aims to examine college students’ multimedia information needs and searching on the Internet. While there is a clear pattern among students with respect to their multimedia uses, searching sources, relevance criteria and searching barriers, some differences exist especially according to searching of different multimedia types such as image, audio and video. For multimedia uses, information/data-focused uses are frequently found in image and video, while the use of audio is mainly for object-focused searches. As multimedia searching sources, audio and video files present a similar pattern of being high in media specific searching sources and low in generic search engines. Browsing through related blogs and homepages is an important part of searching for media files accounting for approximately 20% of total search for each media. The relevance criteria used by study participants when search for image files was primarily concerned with topicality while the contextual and media quality in the audio and video types are also considered important. Searching barriers for audio and video files are categorized into three broad aspects, including access and search quality, preview limitations and collection limitations, while obstacles for image files searching include access difficulties and low qualities of various collection.