[go: up one dir, main page]

Revathi et al., 2019 - Google Patents

Person authentication using speech as a biometric against play back attacks

Revathi et al., 2019

Document ID
8635698866556183707
Author
Revathi A
Jeyalakshmi C
Thenmozhi K
Publication year
Publication venue
Multimedia Tools and Applications

External Links

Snippet

This work presents the modules for authenticating the persons by using speech as a biometric against recorded playback attacks. It involves the implementation of feature extraction, modeling technique and testing procedure for authenticating the persons …
Continue reading at link.springer.com (other versions)

Classifications

    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/065—Adaptation
    • G10L15/07—Adaptation to the speaker
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/04—Training, enrolment or model building
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/06—Decision making techniques; Pattern matching strategies
    • G10L17/10—Multimodal systems, i.e. based on the integration of multiple recognition engines or fusion of expert systems
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/005—Speaker recognisers specially adapted for particular applications
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/06—Decision making techniques; Pattern matching strategies
    • G10L17/08—Use of distortion metrics or a particular distance between probe pattern and reference templates
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L17/00—Speaker identification or verification
    • G10L17/06—Decision making techniques; Pattern matching strategies
    • G10L17/14—Use of phonemic categorisation or speech recognition prior to speaker recognition or verification
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/08—Speech classification or search
    • G10L15/14—Speech classification or search using statistical models, e.g. hidden Markov models [HMMs]
    • G10L15/142—Hidden Markov Models [HMMs]
    • G—PHYSICS
    • G10—MUSICAL INSTRUMENTS; ACOUSTICS
    • G10L—SPEECH ANALYSIS OR SYNTHESIS; SPEECH RECOGNITION; SPEECH OR VOICE PROCESSING; SPEECH OR AUDIO CODING OR DECODING
    • G10L15/00—Speech recognition
    • G10L15/06—Creation of reference templates; Training of speech recognition systems, e.g. adaptation to the characteristics of the speaker's voice
    • G10L15/063—Training

Similar Documents

Publication Publication Date Title
Ali et al. Edge-centric multimodal authentication system using encrypted biometric templates
Abozaid et al. Multimodal biometric scheme for human authentication technique based on voice and face recognition fusion
Chen et al. ResNet and Model Fusion for Automatic Spoofing Detection.
Tan et al. A survey on presentation attack detection for automatic speaker verification systems: State-of-the-art, taxonomy, issues and future direction
Mokgonyane et al. Automatic speaker recognition system based on machine learning algorithms
Revathi et al. Person authentication using speech as a biometric against play back attacks
Soltane et al. Face and speech based multi-modal biometric authentication
Zheng et al. Robustness-related issues in speaker recognition
Orken et al. Development of security systems using DNN and i & x-vector classifiers
Jha et al. A novel speaker verification approach featuring multidomain acoustics based on the weighted city block Minkowski distance
Revathi et al. Digital speech watermarking to enhance the security using speech as a biometric for person authentication
Mubeen et al. Detection of impostor and tampered segments in audio by using an intelligent system
Zewoudie et al. The use of audio fingerprints for authentication of speakers on speech operated interfaces
Raj Privacy preserving speaker verification using adapted GMMs
Mohammed et al. Analysis of methods and techniques used for speaker identification, recognition, and verification: A study on quarter-century research outcomes
Sinha et al. Voice-Based Speaker Identification and Verification
Revathi et al. Forensic investigation for twin identification from speech: perceptual and gamma-tone features and models
Duraibi et al. Voice feature learning using convolutional neural networks designed to avoid replay attacks
Akingbade et al. Voice-based door access control system using the mel frequency cepstrum coefficients and gaussian mixture model
Slivova et al. Detection of speaker liveness with CNN isolated word ASR for verification systems
Revathi et al. Real time implementation of voice based robust person authentication using TF features and CNN
Li Speaker authentication
De Prisco et al. Text-Independent Voice Recognition based on Siamese Networks and Fusion Embeddings.
Al-Hassani et al. Design a text-prompt speaker recognition system using LPC-derived features
Shetty et al. SPEECH BIOMETRICS: A Comprehensive Deep Learning-based Speaker Identification System