Speaker verification with short utterances: a review of challenges, trends and opportunities
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Summary
The authors present an extensive survey of SV with short utterances considering the studies from recent past and include latest research offering various solutions and analyses to address the limited data issue within the scope of SV.
- Type
- review
- Published
- 2017-10-03
- Cited by
- 126
- References
- 109
- OpenAlex
- https://openalex.org/W2760938034
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:3923424
Keywords
Computer science, Utterance, Scope (computer science), Biometrics, Speaker verification
References
- A proposed decision rule for speaker recognition based on fuzzy c-means clustering
- i-vector Based Speaker Recognition on Short Utterances
- Influence of task duration in text-independent speaker verification
- Quality measures based calibration with duration and noise dependency for speaker recognition
- Minimax i-vector extractor for short duration speaker verification
- Improving PLDA speaker verification with limited development data
- Advances in deep neural network approaches to speaker recognition
- Modeling duration patterns for speaker recognition
- Unsupervised methods for speaker diarization
- An approach to text-independent speaker recognition with short utterances
- Short-Duration Speaker Modelling with Phone Adaptive Training
- Dictionary Learning
- A unified deep neural network for speaker and language recognition
- Speaker Recognition by Machines and Humans: A tutorial review
- Analysis, Feature Extraction, Modeling and Testing Techniques for Speaker Recognition
- Automatic Speaker Recognition Based on Pitch Contours
- Improving speaker recognition performance in the domain adaptation challenge using deep neural networks
- Comparison of text-independent speaker recognition methods using VQ-distortion and discrete/continuous HMMs
- Multi-scale kernels for short utterance speaker recognition
- A Robust Version of the Probability Ratio Test
Cited by
- Introducing a Virtual Assistant to the Lab: A Voice User Interface for the Intuitive Control of Laboratory Instruments
- Enrollee-constrained sparse coding of test data for speaker verification
- Deep neural network based i-vector mapping for speaker verification using short utterances
- Voice Biometrics Based on Pitch Replication
- Speaker Recognition under Stress Conditions
- Novel Quality Metric for Duration Variability Compensation in Speaker Verification using i-Vectors
- Quality Measures for Speaker Verification with Short Utterances
- SirenAttack: Generating Adversarial Audio for End-to-End Acoustic Systems
- Multitaper MFCC and normalized multitaper phase-based features for speaker verification
- A New Unsupervised Short-Utterance based Speaker Identification Approach with Parametric t-SNE Dimensionality Reduction
- A Speaker Verification Method Based on TDNN–LSTMP
- On the contribution of the voice texture for speech spoofing detection
- Data Augmentation for Speaker Identification under Stress Conditions to Combat Gender-Based Violence
- Text-Independent Speaker Identification Using Deep Learning Model of Convolution Neural Network
- Self-attention based speaker recognition using Cluster-Range Loss
- An Analysis of the Short Utterance Problem for Speaker Characterization
- Adversarial Optimization for Dictionary Attacks on Speaker Verification
- On the Importance of Audio-Source Separation for Singer Identification in Polyphonic Music
- A Unified Framework for Speaker and Utterance Verification
- Improving Robustness In Speaker Identification Using A Two-Stage Attention Model
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