text independent
Text Independent Speech Recognition
... Abstract— Voice is one of the well-researched biometrics for speaker authentication. So, in the literature a number of techniques have been proposed which make use of speaker’s voice to verify their identity, control ...
5
PLDA in the i-supervector space for text-independent speaker verification
... Recent research in text-independent speaker verification has been focusing on the problem of compensating the mismatch between training and test speech segments. Such mismatch in most part is due to the ...
13
Multiband Approach to Robust Text-Independent Speaker Identification
... As explained in section 1, GMM is widely used to perform text-independent speaker recognition and achieves good performance. Here, we use GMM as the classifier. Our initial strategy for multiband speaker ...
14
TEXT INDEPENDENT SPEAKER IDENTIFICATION WITH PRINCIPAL COMPONENT ANALYSIS
... III. SPEAKER IDENTIFICATION MODEL WITH GENERALIZED GAUSSIAN DISTRIBUTION In this section we describe the speaker identification process. Fig.2 & 3 represents the block diagram of the proposed text ...
8
Text Independent Speaker Recognition System using GMM
... as text-independent speaker identification system since its task is to identify the person who speaks regardless of what is ...the text independent but speaker dependent Speaker Recognition ...
5
Text Independent Speaker Modeling and Identification Based On MFCC Features
... on text- independent ...In text- dependent system, the words or phrases used for verification are known beforehand and are ...a text-independent system there are no constraints on the ...
9
Off-line text-independent writer recognition for Chinese handwriting: a review
... off-line, text- independent handwriting identification was ...off-line, text- independent writer identification, on both identification accuracy and computational ...
12
Neural Network Based Missing Feature Method For Text Independent Speaker Identification
... The first step of missing feature methods in text-independent speaker identification is to identify highly cor- rupted spectrographic representation of speech as missing feature. Most mask estimation ...
5
On the Determination of Optimal Model Order for GMM Based Text Independent Speaker Identification
... In order to ensure that the speaker identification algorithm is text-independent, the five recorded utterances are com- pletely different. All phrases are recorded using a high quality microphone in almost ...
10
Text independent Speaker Recognition of Mandarin by Big Data Technic of GMM and VQGMM
... Abstract. Speaker recognition has been long a popular research topic as to identify a specific speaker by his free speech of text-independent. This study uses Mel-frequency Cepstrum technic to simulate and ...
5
Efficient Text Independent Speaker Identification using Optimized Hierarchical Mixture Clustering
... The voices of different individuals do not sound alike. The ability of recognizing the person solely from his voice is known as speaker recognition. Speaker recognition refers to two fields.[7] 1. Speaker Identification ...
6
Performance Evaluation of Text-Independent Speaker Identification and Verification Using MFCC and GMM
... Abstract : - This paper presents the performance of a text independent speaker identification and verification system using Gaussian Mixture Model(GMM).In this paper, we adapted Mel-Frequency Cepstral ...
5
Performance Evaluation of Mel and Bark Scale based Features for Text Independent Speaker Identification
... Abstract: The performance of Mel scale and Bark scale is evaluated for text-independent speaker identification system. Mel scale and Bark scale are designed according to human auditory system. The filter ...
5
Data Model Relationship in Text Independent Speaker Recognition
... Most current state-of-the-art text-independent speaker recognition systems are based on the Gaussian mixture model (GMM), introduced by Reynolds [1] in 1992. The GMM can be viewed as a single state hidden ...
11
A Survey on Text Independent Writer Identification Methods
... Writer identification is an important task and it finds its applications in the field of banking, digital forensic etc. As technology grows day by day the handwriting samples are more available online rather than ...
5
A Tutorial on Text Independent Speaker Verification
... for text-independent tasks, is insensitive to the temporal aspects of the speech, modeling only the underlying distribution of acoustic obser- vations from a ...
22
Speaker Independent and text Independent Emotion Recognition System Based on Random Forest Classifier
... ABSTRACT: Recently, attention of the emotional speech signals research has been boosted in human machine interfaces due to availability of high computation capability. There are many systems proposed in the literature to ...
8
A Review on Text-Independent Speaker Verification Techniques in Realistic World
... Evaluations (SRE), the Gaussian Mixture Model- Universal Background Model (UBM) speaker verification system has become dominating system because of its excellent performance in text- independent speaker ...
5
Robust Features for Automatic Text-Independent Emotion Recognition from Speech
... length text was recorded utilizing an arbitrary sequence where no single category (neutral, woeful, jubilant, irate, and tender) was reiterated immediately in the next ...The text was constructed in such a ...
9
An Overview on Speaker Identification Technologies
... Abstract - This paper aims at providing a brief overview into the area of speaker recognition. Speaker recognition can be classified into text dependent and the text independent methods. This paper ...
10