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2011 National Conference on Communications (NCC)最新文献

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Multi-variability speech database for robust speaker recognition 多变异性语音数据库的鲁棒说话人识别
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734775
B. C. Haris, G. Pradhan, A. Misra, S. Shukla, R. Sinha, S. Prasanna
In this paper, we present our initial study with the recently collected speech database for developing robust speaker recognition systems in Indian context. The database contains the speech data collected across different sensors, languages, speaking styles, and environments, from 200 speakers. The speech data is collected across five different sensors in parallel, in English and multiple Indian languages, in reading and conversational speaking styles, and in office and uncontrolled environments such as laboratories, hostel rooms and corridors etc. The collected database is evaluated using adapted Gaussian mixture model based speaker verification system following the NIST 2003 speaker recognition evaluation protocol and gives comparable performance to those obtained using NIST data sets. Our initial study exploring the impact of mismatch in training and test conditions with collected data finds that the mismatch in sensor, speaking style, and environment result in significant degradation in performance compared to the matched case whereas for language mismatch case the degradation is found to be relatively smaller.
在本文中,我们提出了我们的初步研究与最近收集的语音数据库开发鲁棒的说话人识别系统在印度的背景下。该数据库包含来自200名说话者的语音数据,这些数据来自不同的传感器、语言、说话风格和环境。语音数据通过五个不同的传感器并行收集,包括英语和多种印度语言,阅读和会话方式,办公室和不受控制的环境,如实验室,旅馆房间和走廊等。使用基于自适应高斯混合模型的说话人验证系统,根据NIST 2003说话人识别评估协议对收集到的数据库进行评估,并获得与使用NIST数据集获得的数据库相当的性能。我们的初步研究利用收集到的数据探索了训练和测试条件中不匹配的影响,发现传感器、说话风格和环境的不匹配导致了与匹配情况相比的显著性能下降,而语言不匹配情况下的下降相对较小。
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引用次数: 46
Prosody modeling for syllable-based concatenative speech synthesis of Hindi and Tamil 基于音节的印地语和泰米尔语串联语音合成的韵律建模
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734737
Ashwin Bellur, K. Narayan, K. Raghava Krishnan, H. Murthy
This paper describes ways to improve prosody modeling in syllable-based concatenative speech synthesis systems for two Indian languages, namely Hindi and Tamil, within the unit selection paradigm. The syllable is a larger unit than the diphone and contains most of the coarticulation information. Although syllable-based synthesis is quite intelligible compared to diphone based systems, naturalness especially in terms of prosody, requires additional processing. Since the synthesizer is built using a cluster unit framework, a hybrid approach, where a combination of both rule based and statistical models are proposed to model prosody of syllable like units better. It is further observed that prediction of phrase boundaries is crucial, particularly because Indian languages are replete with polysyllabic words. CART based phrase modeling for Hindi and Tamil are discussed. Perceptual experiments show a significant improvement in the MOS for both Hindi and Tamil synthesizers. Index Terms: speech synthesis, unit selection, cluster unit synthesis, phrase boundaries
本文描述了在单位选择范例中改进两种印度语言(即印地语和泰米尔语)基于音节的串联语音合成系统中的韵律建模方法。音节是一个比双音更大的单位,包含了大部分的协同发音信息。虽然基于音节的合成相对于基于双音器的系统更容易理解,但自然性,尤其是韵律方面,需要额外的处理。由于合成器是使用集群单元框架构建的,因此提出了一种混合方法,其中基于规则的模型和统计模型相结合,以更好地模拟音节单元的韵律。进一步观察到,短语边界的预测是至关重要的,特别是因为印度语言充满了多音节词。讨论了基于CART的印地语和泰米尔语短语建模。知觉实验显示印地语和泰米尔语合成器的MOS都有显著改善。索引术语:语音合成,单元选择,聚类单元合成,短语边界
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引用次数: 39
Efficient post-processing techniques for speech enhancement 语音增强的高效后处理技术
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734780
Vyass Ramakrishnan, Karthik Shetty, Kumar Pawan, C. Seelamantula
We address the problem of speech enhancement in real-world noisy scenarios. We propose to solve the problem in two stages, the first comprising a generalized spectral subtraction technique, followed by a sequence of perceptually-motivated post-processing algorithms. The role of the post-processing algorithms is to compensate for the effects of noise as well as to suppress any artifacts created by the first-stage processing. The key post-processing mechanisms are aimed at suppressing musical noise and to enhance the formant structure of voiced speech as well as to denoise the linear-prediction residual. The parameter values in the techniques are fixed optimally by experimentally evaluating the enhancement performance as a function of the parameters. We used the Carnegie-Mellon university Arctic database for our experiments. We considered three real-world noise types: fan noise, car noise, and motorbike noise. The enhancement performance was evaluated by conducting listening experiments on 12 subjects. The listeners reported a clear improvement (MOS improvement of 0.5 on an average) over the noisy signal in the perceived quality (increase in the mean-opinion score (MOS)) for positive signal-to-noise-ratios (SNRs). For negative SNRs, however, the improvement was found to be marginal.
我们解决了现实世界嘈杂场景下的语音增强问题。我们建议分两个阶段解决这个问题,第一个阶段包括一个广义的谱减法技术,然后是一系列感知驱动的后处理算法。后处理算法的作用是补偿噪声的影响以及抑制由第一阶段处理产生的任何伪影。关键的后处理机制旨在抑制音乐噪声,增强浊音语音的形成峰结构以及去噪线性预测残差。通过实验评估增强性能与参数的关系,确定了各技术参数的最优值。我们在实验中使用了卡内基梅隆大学的北极数据库。我们考虑了三种现实世界的噪音类型:风扇噪音、汽车噪音和摩托车噪音。通过对12名被试进行听力实验,对增强效果进行评价。对于正信噪比(SNRs),听众报告了明显的改善(平均MOS改善0.5),高于噪声信号的感知质量(平均意见得分(MOS)的增加)。然而,对于负信噪比,这种改善是微不足道的。
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引用次数: 2
Deploying IP Multimedia Subsystem (IMS) services in future mobile networks 在未来移动网络中部署IP多媒体子系统(IMS)业务
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734709
A. Oredope, V. Pham, B. Evans
The Third Generation Partnership Project (3GPP) has proposed the Long Term Evolution and System Architecture Evolution (LTE/SAE) as the next stage of technologies aimed at overcoming the limitation in the existing 2G and 3G networks while driving mobile networks towards 4G standardisation. Although a new architecture has been proposed for the LTE/SAE, however, some technologies from the existing 2G and 3G frameworks are reused to allow for smooth transition and backward compatibility. One of such technologies is the service delivery framework know as the IP Multimedia Subsystem (IMS). In this paper, we investigate and report our early-trials findings on the integration of the IMS and the LTE/SAE architecture specifically looking at key parameters such end-to-end call quality, QoS parameters, IP connectivity and session management. This was achieved by firstly critically analysing key 3GPP and non-3GPP approaches of deploying telephony services over LTE/SAE while making various recommendations based on a wide range of existing research work in the field. In order to demonstrate the recommendations suggested, a high level prototype of the Evolved Packet Core (EPC) prototype was modeled and developed. The EPC model was then integrated with the FOKUS Open IMS Core and deployed on our testbed while carrying out various Quality of Service (QoS) related experimental tests. Our results shows that even though an EPC controlled IMS session generates more packets for initial signaling, it will in the long-run lead to a reduction in bandwidth consumption by the client due to the fragmentation of SIP messages. This in return makes available additional bandwidth for the integration of additional service such as presence and high-resolution video to existing voice services.
第三代合作伙伴计划(3GPP)提出了长期演进和系统架构演进(LTE/SAE)作为下一阶段的技术,旨在克服现有2G和3G网络的局限性,同时推动移动网络向4G标准化发展。尽管LTE/SAE已经提出了一种新的架构,但是,现有的2G和3G框架中的一些技术被重用,以实现平滑过渡和向后兼容。其中一种技术是称为IP多媒体子系统(IMS)的服务交付框架。在本文中,我们调查并报告了IMS和LTE/SAE架构集成的早期试验结果,特别是关注端到端呼叫质量、QoS参数、IP连接和会话管理等关键参数。这是通过首先批判性地分析通过LTE/SAE部署电话服务的关键3GPP和非3GPP方法,同时根据该领域广泛的现有研究工作提出各种建议来实现的。为了演示所提出的建议,对演进分组核心(EPC)原型的高级原型进行了建模和开发。EPC模型随后与FOKUS Open IMS Core集成,并部署在我们的测试平台上,同时进行各种与服务质量(QoS)相关的实验测试。我们的结果表明,尽管EPC控制的IMS会话为初始信令生成更多的数据包,但从长远来看,由于SIP消息的碎片化,它将导致客户端带宽消耗的减少。这反过来又提供了额外的带宽,用于将其他服务(如在线和高分辨率视频)集成到现有的语音服务中。
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引用次数: 5
A novel approach for finding optimal number of cluster head in wireless sensor network 一种寻找无线传感器网络簇头最优数的新方法
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734751
Ravi Ranjan, Subrat Kar
Prolonging life time is the most important designing objectives in wireless sensor networks (WSN). In WSN the total amount of energy is limited, how to make best use of the limited resource energy is a very important aspect in research of WSN. In this paper we provide a method for determining the optimal number of cluster head for homogeneous sensor networks deployed in different scenario using a reasonable energy consumption model. In the first scenario nodes are thrown randomly, which can be modeled using two-dimensional homogeneous spatial Poisson point process. In the second scenario, nodes are deterministically placed along the grid. For these two scenario we calculate the average energy spend in the network in each round according to LEACH protocol for both single and multi-hop between cluster head and sink (base station) as a function of the probability of the node to become a cluster head. Then we find optimal probability of becoming a cluster head hence the optimal number of cluster head that would lead to minimize the average energy spends in the network for each round. Simulation results shows that optimal probability of becoming a cluster heads that leads to minimize energy dissipation in the network is not only depend on the total number of nodes, but also depends on area of the network A, packet length L and processing energy of nodes.
延长网络寿命是无线传感器网络最重要的设计目标。在无线传感器网络中,能源总量是有限的,如何充分利用有限的能源资源是无线传感器网络研究的一个重要方面。本文提出了一种利用合理的能量消耗模型确定部署在不同场景下的同质传感器网络簇头最优数量的方法。在第一种情况下,节点是随机抛出的,可以使用二维齐次空间泊松点过程来建模。在第二个场景中,节点沿着网格确定地放置。对于这两种情况,我们根据LEACH协议计算了集群头和接收器(基站)之间单跳和多跳的每轮网络平均能量消耗,作为节点成为集群头的概率的函数。然后,我们找到成为簇头的最优概率,从而找到簇头的最优数量,从而使每轮网络中的平均能量消耗最小化。仿真结果表明,使网络能量耗散最小的簇头的最优概率不仅与节点总数有关,还与网络面积a、数据包长度L和节点处理能量有关。
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引用次数: 12
Cascaded filtering for biometric identification using random projections 利用随机投影进行生物特征识别的级联滤波
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734772
Atif Iqbal, A. Namboodiri
Biometric identification often involves explicit comparison of a probe template against each template stored in a database. This approach becomes extremely time-consuming as the size of the database increases. Filtering approaches use a light-weight comparison to reduce the database to smaller set of candidates for explicit comparison. However, most existing filtering schemes use specific features that are hand-crafted for the biometric trait at each stage of the filtering. In this work, we show that a cascade of simple linear projections on random lines can achieve significant levels of filtering. Each stage of filtering consists of projecting the probe onto a specific line and removal of database samples outside a window around the probe. The approach provides a way of automatic generation of filters and avoids the need of developing specific features for different biometric traits. The method also provides us with a variety of parameters such as the projection lines, the number and order of projections, and the window sizes to customize the filtering process to a specific application. Experimental results show that using an ensemble of projections reduce the search space by 60% without increasing the false negative identification rate.
生物识别通常涉及将探针模板与数据库中存储的每个模板进行显式比较。随着数据库大小的增加,这种方法变得非常耗时。过滤方法使用轻量级比较,将数据库减少到更小的候选集,以便进行显式比较。然而,大多数现有的过滤方案使用特定的特征,这些特征是在过滤的每个阶段为生物特征手工制作的。在这项工作中,我们展示了随机线上的简单线性投影级联可以实现显著的滤波水平。过滤的每个阶段包括将探针投射到特定的线上,并在探针周围的窗口外删除数据库样本。该方法提供了一种自动生成过滤器的方法,避免了对不同生物特征开发特定特征的需要。该方法还为我们提供了各种参数,如投影线、投影的数量和顺序以及窗口大小,以便为特定应用程序定制过滤过程。实验结果表明,在不增加假阴性识别率的情况下,使用投影集合将搜索空间减少了60%。
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引用次数: 9
Some design considerations for a mobile payment architecture 移动支付架构的一些设计注意事项
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734782
Praveen Chandrahas, Deepti Kumar, R. Karthik, T. Gonsalves, A. Jhunjhunwala, Gaurav Raina
The rapid proliferation of mobile phones now provides an opportunity to harness their potential towards financial transactions. One form of such financial transactions is mobile payments. Our focus, in this paper, will be on certain design considerations for a mobile payment architecture.
移动电话的迅速普及为利用其潜力进行金融交易提供了机会。这种金融交易的一种形式是移动支付。在本文中,我们的重点将放在移动支付架构的某些设计考虑上。
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引用次数: 9
Information dissemination in socially aware networks under the linear threshold model 线性阈值模型下社会意识网络中的信息传播
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734787
S. Venkatramanan, Anurag Kumar
We provide new analytical results concerning the spread of information or influence under the linear threshold social network model introduced by Kempe et al. in [1], in the information dissemination context. The seeder starts by providing the message to a set of initial nodes and is interested in maximizing the number of nodes that will receive the message ultimately. A node's decision to forward the message depends on the set of nodes from which it has received the message. Under the linear threshold model, the decision to forward the information depends on the comparison of the total influence of the nodes from which a node has received the packet with its own threshold of influence. We derive analytical expressions for the expected number of nodes that receive the message ultimately, as a function of the initial set of nodes, for a generic network. We show that the problem can be recast in the framework of Markov chains. We then use the analytical expression to gain insights into information dissemination in some simple network topologies such as the star, ring, mesh and on acyclic graphs. We also derive the optimal initial set in the above networks, and also hint at general heuristics for picking a good initial set.
在信息传播背景下,我们提供了关于Kempe等人在[1]中引入的线性阈值社会网络模型下信息传播或影响的新的分析结果。种子程序首先向一组初始节点提供消息,并对最终接收消息的节点数量最大化感兴趣。节点转发消息的决定取决于它从中接收消息的节点集。在线性阈值模型下,转发信息的决定取决于接收数据包的节点的总影响与自己的影响阈值的比较。对于一般网络,作为初始节点集的函数,我们导出了最终接收消息的预期节点数的解析表达式。我们证明了这个问题可以在马尔可夫链的框架中进行重构。然后,我们使用解析表达式来深入了解一些简单的网络拓扑,如星形图、环状图、网状图和无环图上的信息传播。我们还推导了上述网络的最优初始集,并提示了选择良好初始集的一般启发式方法。
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引用次数: 5
Four element multilayer cylindrical dielectric resonator antenna excited by a coaxial probe for wideband applications 宽带用同轴探头激励的四元多层圆柱形介质谐振器天线
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734715
R. Chaudhary, K. V. Srivastava, A. Biswas
The main objective of the present study is to improve the bandwidth of the dielectric resonator antenna (DRA). A new four-element multilayer cylindrical dielectric resonator antenna (MCDRA) array above the ground plane is proposed here. MCDRA is easy to design and excited with HE111δ mode excited in each MCDRA by centrally placed dielectric resonator in which TM01δ mode excited. The effect of design parameters such as permittivity of materials, probe height and arrangement of dielectric layers are investigated and the excited modes (i.e. TM01δ and HE11δ) are also been confirmed by simulations. The simulation is performed on Ansoft's HFSS package. The proposed multilayer cylindrical dielectric resonator antenna (MCDRA) can offer an impedance bandwidth of ∼47% for the return loss below −10dB where frequency range is from 4.06 to 6.07 GHz and resonance frequency is 4.3 GHz with monopole like radiation pattern and it is stable in the passband with 4.73 dB gain.
本研究的主要目的是提高介质谐振器天线的带宽。提出了一种新型四元多层圆柱形介质谐振器天线(MCDRA)阵列。MCDRA易于设计和激发,在每个MCDRA中,通过放置在中心的介质谐振器激发HE111δ模式,从而激发TM01δ模式。研究了材料介电常数、探针高度和介电层排列等设计参数的影响,并通过仿真验证了TM01δ和HE11δ两种激发模式。在Ansoft的HFSS软件包上进行了仿真。所设计的多层圆柱形介质谐振器天线(MCDRA)在4.06 ~ 6.07 GHz频率范围和4.3 GHz单极子辐射方向图下的回波损耗低于- 10dB,阻抗带宽可达~ 47%,在增益为4.73 dB的通频带内保持稳定。
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引用次数: 17
Significance of the LP-MVDR spectral ratio method in Whisper Detection LP-MVDR谱比方法在耳语检测中的意义
Pub Date : 2011-03-17 DOI: 10.1109/NCC.2011.5734719
Arpit Mathur, R. Hegde
A new spectral ratio method is proposed in this paper for detecting whispered segments within a normally phonated speech stream. The method is based on computing the ratio of the linear Prediction(LP) spectrum to the minimum variance distortion less response (MVDR) spectrum. Both the linear prediction method and the LP residual method by themselves are found to be inadequate in modelling medium to high frequencies in the speech signal. On the contrary, the MVDR method shows robustness in modelling spectra of all frequencies. This difference in spectral estimation between the two is utilized in the proposed spectral ratio method to separate whispered segments having less harmonics and more noise from normally phonated segments of speech. A comparative analysis of the proposed method with other methods like the LP residual and the spectral flatness methods is described. Whisper Detection experiments are conducted on the CHAINS database. The proposed method indicates reasonable improvements as noted from the ROC curves and the whisper diarization error rate.
本文提出了一种新的谱比检测方法,用于在正常语音流中检测语音片段。该方法基于计算线性预测(LP)谱与最小方差失真响应(MVDR)谱的比值。发现线性预测方法和LP残差法本身都不足以对语音信号中的中高频进行建模。相反,MVDR方法对所有频率的谱都具有鲁棒性。在提出的频谱比方法中,利用两者之间的频谱估计差异将具有较少谐波和较多噪声的耳语段从正常发音的语音段中分离出来。将该方法与LP残差法和光谱平坦度法进行了对比分析。在CHAINS数据库上进行耳语检测实验。从ROC曲线和耳语化错误率可以看出,该方法有了合理的改进。
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引用次数: 4
期刊
2011 National Conference on Communications (NCC)
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