SOTAVerified

Speaker Recognition

Speaker Recognition is the process of identifying or confirming the identity of a person given his speech segments.

Source: Margin Matters: Towards More Discriminative Deep Neural Network Embeddings for Speaker Recognition

Papers

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Showing 301–350 of 435 papers

TitleStatusHype
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition—0
Towards End-to-End Private Automatic Speaker Recognition—0
Late Audio-Visual Fusion for In-The-Wild Speaker Diarization—0
Towards Relevance and Sequence Modeling in Language Recognition—0
Transforming the Embeddings: A Lightweight Technique for Speech Emotion Recognition Tasks—0
Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification—0
Understanding Contrastive Learning Through the Lens of Margins—0
UNISOUND System for VoxCeleb Speaker Recognition Challenge 2023—0
Universal speaker recognition encoders for different speech segments duration—0
UniX-Encoder: A Universal X-Channel Speech Encoder for Ad-Hoc Microphone Array Speech Processing—0
Unsupervised Adaptation of SPLDA—0
Unsupervised Learning of Disentangled Speech Content and Style Representation—0
以二維共振峰分布建立語者音色模型及其在語者驗證上之應用 (Using 2D Formant Distribution to Build Speaker Models and Its Application in Speaker Verification) [In Chinese]—0
UTD-CRSS Systems for 2016 NIST Speaker Recognition Evaluation—0
Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework—0
VAE-based regularization for deep speaker embedding—0
Variational Autoencoders with implicit priors for short-duration text-independent speaker verification—0
Visual Speech Recognition—0
Voice Conversion Augmentation for Speaker Recognition on Defective Datasets—0
Voice Morphing: Two Identities in One Voice—0
Voice Quality and Pitch Features in Transformer-Based Speech Recognition—0
Voxceleb-ESP: preliminary experiments detecting Spanish celebrities from their voices—0
VoxBlink: A Large Scale Speaker Verification Dataset on Camera—0
VoxSRC 2019: The first VoxCeleb Speaker Recognition Challenge—0
VoxSRC 2020: The Second VoxCeleb Speaker Recognition Challenge—0
VoxVietnam: a Large-Scale Multi-Genre Dataset for Vietnamese Speaker Recognition—0
VoxWatch: An open-set speaker recognition benchmark on VoxCeleb—0
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes—0
WeCanTalk: A New Multi-language, Multi-modal Resource for Speaker Recognition—0
We Need Variations in Speech Generation: Sub-center Modelling for Speaker Embeddings—0
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis—0
Who is Authentic Speaker—0
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?—0
Xi-Vector Embedding for Speaker Recognition—0
XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 2021—0
x-vectors meet emotions: A study on dependencies between emotion and speaker recognition—0
3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization—0
以三元組損失微調時延神經網路語者嵌入函數之語者辨識系統(Time Delay Neural Network-based Speaker Embedding Function Fine-tuned with Triplet Loss for Distance-based Speaker Recognition)—0
A Benchmark for Understanding and Generating Dialogue between Characters in Stories—0
A Comparative Evaluation of Deep Learning Models for Speech Enhancement in Real-World Noisy Environments—0
A Comparative Study of Pre-trained Speech and Audio Embeddings for Speech Emotion Recognition—0
A comparative study of several parameterizations for speaker recognition—0
A comparison of linear and non-linear calibrations for speaker recognition—0
A Deep Neural Network for Short-Segment Speaker Recognition—0
Adversarial defense for deep speaker recognition using hybrid adversarial training—0
Adversarial Speaker Verification—0
A Generative Model for Score Normalization in Speaker Recognition—0
A Hierarchical Speaker Representation Framework for One-shot Singing Voice Conversion—0
A Lightweight Speaker Recognition System Using Timbre Properties—0
A Machine of Few Words -- Interactive Speaker Recognition with Reinforcement Learning—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1w2v2-aamEER1.88—Unverified
2WavLM+ECAPA-TDNNEER0.39—Unverified