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Speaker Verification

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하위 태스크: 3
평가표: 12
보존된 평가 기록: 48

Speaker verification is the verifying the identity of a person from characteristics of the voice.

<span style="color:grey; opacity: 0.6">( Image credit: Contrastive-Predictive-Coding-PyTorch )</span>

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/google/speaker-id/tree/master/lingvo

공식 코드

Generalized End-to-End Loss for Speaker Verification

https://github.com/gzhu06/Y-vector

공식 코드

Y-Vector: Multiscale Waveform Encoder for Speaker Embedding

https://github.com/gzhu06/tdspkr-mismatch-study

공식 코드

A study of the robustness of raw waveform based speaker embeddings under mismatched conditions

https://github.com/happyjin/fdn

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FDN: Finite Difference Network with Hierarchical Convolutional Features for Text-independent Speaker Verification

https://github.com/hualizhou167/KunquDB

공식 코드

KunquDB: An Attempt for Speaker Verification in the Chinese Opera Scenario

https://github.com/huashen218/voxceleb-fairness

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Improving fairness in speaker verification via Group-adapted Fusion Network

https://github.com/hunterhuan/sphereface2_speaker_verification

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Exploring Binary Classification Loss For Speaker Verification

https://github.com/hyperion-ml/hyperion

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Non-Contrastive Self-Supervised Learning of Utterance-Level Speech Representations

https://github.com/iiscleap/E2E-NPLDA

공식 코드

Neural PLDA Modeling for End-to-End Speaker Verification

https://github.com/iiscleap/NeuralPlda

공식 코드

Pairwise Discriminative Neural PLDA for Speaker Verification

https://github.com/ishuangziling/sef-pnet

공식 코드

SEF-PNet: Speaker Encoder-Free Personalized Speech Enhancement with Local and Global Contexts Aggregation

https://github.com/jaesunghuh/voxsrc2022

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VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challenge

https://github.com/jefflai108/Attentive-Filtering-Network

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Attentive Filtering Networks for Audio Replay Attack Detection

https://github.com/jessegator/sonar

공식 코드

Where are we in audio deepfake detection? A systematic analysis over generative and detection models

https://github.com/jhauret/vibravox

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Vibravox: A Dataset of French Speech Captured with Body-conduction Audio Sensors

https://github.com/juanmc2005/SpeakerEmbeddingLossComparison

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A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification

https://github.com/jungwoo4021/os-kdft

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One-Step Knowledge Distillation and Fine-Tuning in Using Large Pre-Trained Self-Supervised Learning Models for Speaker Verification

https://github.com/kimho1wq/SegmentAggregation

공식 코드

Segment Aggregation for short utterances speaker verification using raw waveforms

https://github.com/kimho1wq/mr-rawnet

공식 코드

MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms

https://github.com/lamomal/multisv

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MultiSV: Dataset for Far-Field Multi-Channel Speaker Verification

https://github.com/lixucuhk/Channel-wise-Gated-Res2Net

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Channel-wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks

https://github.com/lixucuhk/adversarial-attack-on-GMM-i-vector-based-speaker-verification-systems

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Adversarial Attacks on GMM i-vector based Speaker Verification Systems

https://github.com/lizhepolyu/spectralft

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Spectral-Aware Low-Rank Adaptation for Speaker Verification

https://github.com/luckyerr/voice-transformer_speaker-verification

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A New Perspective on Speaker Verification: Joint Modeling with DFSMN and Transformer

https://github.com/luferrer/DCA-PLDA

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A Speaker Verification Backend with Robust Performance across Conditions

https://github.com/magnumresearchgroup/Fastaudio

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FastAudio: A Learnable Audio Front-End for Spoof Speech Detection

https://github.com/mariganeshkumar/TDSNN-spoof-detection

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Spoof detection using time-delay shallow neural network and feature switching

https://github.com/mechanicalsea/lighthubert

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LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT

https://github.com/mirkomarras/dl-master-voices

공식 코드

Dictionary Attacks on Speaker Verification

https://github.com/mmmmayi/expo

공식 코드

ExPO: Explainable Phonetic Trait-Oriented Network for Speaker Verification

https://github.com/mmmmayi/pl-eesr

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PL-EESR: Perceptual Loss Based END-TO-END Robust Speaker Representation Extraction

https://github.com/modelscope/3D-Speaker

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3D-Speaker-Toolkit: An Open-Source Toolkit for Multimodal Speaker Verification and Diarization

https://github.com/mravanelli/SincNet

공식 코드

Speaker Recognition from Raw Waveform with SincNet

https://github.com/msh9184/contrastive-equilibrium-learning

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Unsupervised Representation Learning for Speaker Recognition via Contrastive Equilibrium Learning

https://github.com/msh9184/ska-tdnn

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Frequency and Multi-Scale Selective Kernel Attention for Speaker Verification

https://github.com/mtran14/dp_w2v2

공식 코드

A Speech Representation Anonymization Framework via Selective Noise Perturbation

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