[PDF] Top 20 Studies on automatic speaker recognition

... Ther efore if the mism atch betw een the real distr ibuti on of a spea ker's data and the estim ated distr ibuti on with GM mod el form causes reco gniti on error s, thos e error s occu [r] ... See full document

... Speech Recognition which is based on limited Tamil words but also exhibited low recognition ...accuracy. Automatic speech recognition for Tunisian dialect, an under-resourced language ... See full document

... Abstract—Speaker recognition has been developed and evolved over the past few decades into a supposedly mature ...of recognition becomes crucial, meanwhile limited speech samples and adverse acoustic ... See full document

... GMM-based automatic speaker recognition techniques [15] to try to observe possible peculiarities in apnoea patients’ ...allow automatic (and rapid) diagnosis of the ...on automatic ... See full document

... Speaker identification task can be further classified into text- dependent or text-independent task [4], [5]. In the former case, the utterance presented to the system is known beforehand. In the latter case, no ... See full document

... Automatic recognition related to the speakers are the process of identifying speech signal with the corresponding ...biometric recognition system ...types: speaker verification and ... See full document

... an automatic speaker recognition system, a speech recognition engine, or any application related to analysis, to the recognition and more generally to the study of the human ...450 ... See full document

... for Automatic Speaker Recognition Systems has been ...done. Speaker recognition is that the method of automatically recognizing who is speaking on the premise of individual info ... See full document

... pattern recognition technique, Neural Networks are widely used in the last two decades in the hope of achieving human-like performance in automatic speech/speaker ...new speaker (testing data) ... See full document

... The speaker recognition refers to determining the person talking from a set of known voices or ...many studies which focus on the speaker identification in clean and noisy ...of speaker ... See full document

... speech recognition systems where signal modeling converts the speech signals into a set of parameters and pattern matching discovers the parameter sets that are closely matched with the parameter sets from the ... See full document

... hearing. Studies have shown that human hearing does not follow the linear scale but rather the Mel-spectrum scale which is a linear spacing below 1000 Hz and logarithmic scaling above 1000 ... See full document

... of speaker nor- malization procedures using maximum likelihood estimates of the best warp for each ...each speaker, especially at the time of recognition, is not ...on-the-fly speaker ... See full document

... on speaker recognition field. Speaker recognition, which involves two applications: speaker identification and speaker verification, is the process of automatically recognizing ... See full document

... Research studies in the fields of speaker recognition have been conducted for more than five decades, and this field is still an active area of speech signal processing (Furui, 2005, Nengheng, ... See full document

... Using the CSL-4500 (KEYPENTEX) speech processing software, the beginnings and end points of the target vowels are placed in spectrographic displays. Formant tracks for the two formants, F1 and F2 are analyzed by using ... See full document

... beyond speaker variability that can make the speaker recognition system is more questionable is the acoustical noise and variations in recording environment for example is the speaker uses ... See full document

... SWITCHBOARD is a large multi-speaker corpus of telephone conversations. Although designed to support several types of speech and language research, its variety of speakers, speech data, telephone handsets, and ... See full document

... of automatic speaker recognition technology, with an emphasis on text-dependent speaker ...recognition. Speaker recognition has been studied actively for several ...fact, ... See full document

... to automatic fingerprint recognition systems - the process of acquiring the biometric data involves touching some input device with the pattern, this makes the actual pattern that is being sensed distorted ... See full document