[PDF] Top 20 Speaker identification - prototype development and performance

... in speaker recognition, produce the best performance under the conditions describe for this ...the speaker identification system uses 14 dimensional LPCC with a VQ codebook of ...different ... See full document

... the speaker identification performance based on HMM2s with that based on HMM1s using the stress compen- sation ...a speaker utters a word under the shouted talking condition ...the ... See full document

... the performance of a text independent speaker identification and verification system using Gaussian Mixture ...as speaker speech feature parameters and the concept of Gaussian Mixture Model ... See full document

... The performance of Mel scale and Bark scale is evaluated for text-independent speaker identification ...and speaker recognition systems to extract speaker specific speech ...work, ... See full document

... This paper proposes fusion and addition techniques of vocal tract features such as Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Mel Frequency Cepstral Coefficients (DMFCC) in speaker ... See full document

... To the best of our knowledge, there is no prior literature devoted to the problem of using an SID system to identify singing voices. Most related work (Rosenau, 1999; Gerhard, 2004, 2003) has investigated the differences ... See full document

... An important finding in our study is that GFCC features outperform conventional MFCC features under noisy conditions. We have conducted an in-depth study on the noise robustness of GFCC and MFCC features. Our experiments ... See full document

... use speaker features (MFCCs, GMM variances, ...of performance at ...two-stage identification process, an error can occur because a given test utterance is either wrongly classified (mapped into the ... See full document

... will be based on LAN network which provides an environment with almost zero noise. This will greatly help to get better VoIP steganography performance and correctness. Due to the complexity of VoIP steganography, ... See full document

... set identification has been done on one sentence E4 from the local database, for which the speech samples from the imposter speakers have been ...set identification, False Rejection Rate (FRR) and False ... See full document

... for speaker tracking in broadcast-news audio data is presented and the impacts of the main components of the system to the overall speaker-tracking performance are ...of speaker tracking in ... See full document

... system performance is re-introduced in the NIST SRE 2012 [14] which led the research community to further concentration on this ...great performance degradation when dealing with a speaker ... See full document

... are multifold and have been described in earlier publications [Bourlard and Dupont 1996, Tibrewala and Hermansky 1997, Mirghafori and Morgan 1998]. The major drawback of a pure subband-based approach may be that ... See full document

... 100 90 Identification performance %.[r] ... See full document

... independent speaker identification method is developed and analyzed by integrating PCA with MFCC using ...as speaker identification algorithm. The performance of the present model is ... See full document

... , Performance Comparison of Speaker Recognition using Vector Quantization by LBG and KFCG International Journal of Computer Applications (0975 – 8887)Volume 3 – ... See full document

... some speaker recognition techniques [Fattah 2006A; Kuroiwa 2006; Fattah 2006B] that have focused on Distributed Speech/Speaker Recognition (DSR) systems [Pearce 2000; Broun 2001; Grassi 2002; Sit 2004; ... See full document

... speaker identification. In presence of background noise, the performance of speaker identification systems can be severely ...to speaker identification to improve ... See full document

... contains speaker-specific source information that can be used for speaker ...less performance, combining it with LPCC improves performance as compared to that of the LPCC ...less ... See full document

... Some media are deterministic or “certain” in their behaviors. A bistable switch, for example, can be thought of as existing in one of only two possible states. Although there are “in- between” positions that must be ... See full document