speaker dependent
Speaker independent machine lip reading with speaker dependent viseme classifiers
... Speaker identity is known to be important in the recognition of speech from visual-only information (lip-reading) [1], more so than in audio speech. One of the difficulties in dealing with vi- sual speech is what ...
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A generalized approach for model-based speaker-dependent single channel speech separation
... In this paper, we propose a new model-based single channel technique that not only takes on the advantages of speaker-dependent model-based approaches but also is able to separate the speech signals even ...
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Speaker-dependent model interpolation for statistical emotional speech synthesis
... In this article, we propose and implement a speaker- dependent model interpolation method for HMM-based emotional speech synthesis. We use a novel MBMD mea- sure to decide the interpolation model sets and ...
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Malay speaker dependent digits recognition with improved backpropagation
... The experiment for normalisation techniques is carried out to identify the best data normalisation for Malay speaker dependent among the 3 techniques mentioned above. Using Equation (1)-(3), the data of ...
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Voice conversion using speaker-dependent conditional restricted Boltzmann machine
... of speaker-dependent restricted Boltzmann machines (RBMs) [26] (or deep belief nets (DBN) [27]) that captures high-order features in an unsu- pervised manner and a concatenating ...
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Speaker Dependent and Independent Isolated Hindi Word Recognizer using Hidden Markov Model (HMM)
... manuscript, speaker dependent and independent isolated Hindi word recognizers using the Hidden Markov Model (HMM) is implemented, under noisy ...for speaker dependent recognition, for total of ...
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Speaker adaptation based on regularized speaker-dependent eigenphone matrix estimation
... a speaker-space compressive sensing method is used to perform speaker adaptation using an over- complete speaker dictionary in case of limited amount of adaptation ...phone-space speaker ...
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Audio Visual Speech Recognition for People with Speech Disorders
... the speaker independent (SI) systems have low recognition accuracy for dysarthria speakers; so, speaker dependent (SD) systems have been investigated in some papers reporting that this system type is ...
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Literature Review on Automatic Speech Recognition
... a speaker dependent connected digits recognition system by applying unconstrained Dynamic time warping technique in which they recognised each digit by calculating distance ...and speaker independent ...
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SECURITY SYSTEM BASED ON VOICE AUTHENTICATION
... D. P. Munteanu.et.al.[5] introduced a programmed speech verification system was proposed in view of a nonstop discourse recognizer. In the preparing stage, are prepared two recognizers: one speaker ...
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PROSODIC FEATURE BASED TEXT DEPENDENT SPEAKER RECOGNITION USING MACHINE LEARNING ALGORITHMS
... T. Lalith Kumar et al. in 2009 [11] proposed a speaker dependent speech recognition system using MLP and RNN. Linear prediction coefficients were used as feature vector. Accuracy levels obtained during ...
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1. Connected speech recognition for authentication
... A connected speech recognizer using isolated word recognizer has been implemented for speaker dependent data. The efficiency of system to divide speech into words is showing appreciable results. Further ...
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Lipper: Synthesizing Thy Speech Using Multi-View Lipreading
... for speaker dependent models are significantly better than the speaker independent ...each speaker is different, thus the model does not perform well on the PESQ score evaluation for unknown ...
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Improving the generation of personalised descriptions
... of speaker-dependent feature: those that model personal information about the speakers, and those that model their content selection pref- ...unique speaker identifier as in Viethen and Dale (2010), ...
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Text Dependent Speaker Recognition using MFCC features and BPANN
... in speaker recognition is the extraction of relevant features from the speech data that is used to characterize the ...two speaker dependent voice characteristics: high level and low level attributes ...
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Comparison of multilayer and radial basis function neural networks for text dependent speaker recognition
... text-dependent speaker recognition, it is assumed that the speaker is cooperative, and wishes to be ...text-independent speaker recognition where there are no constraints on the speaker’s ...
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Automated Intelligibility Assessment of Pathological Speech Using Phonological Features
... into account but also the properties of the surrounding phones. Since the phonological classes are supposed to refer to different dimensions of articulation, it makes sense to consider them more or less independently, and ...
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A New Paradigm for Speaker Independent Training and Speaker Adaptation
... A New Paradigm for Speaker Independent Training and Speaker Adaptation A New Paradigm for Speaker Independent Training and Speaker Adaptation Francis Kubala and Richard Schwartz BBN Systems and Techno[.] ...
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Multimodal Speaker Verification Based on Electroglottograph Signal and Glottal Activity Detection
... It is possible to accomplish robustness by the utilization of other sensing modalities to complement the audio signal of speech. As a matter of fact, in almost every context, carefully designed multimodal interfaces ...
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