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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/nesl/asvspoof2019

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Deep Residual Neural Networks for Audio Spoofing Detection

https://github.com/nevermorelin/hahapod

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Haha-Pod: An Attempt for Laughter-based Non-Verbal Speaker Verification

https://github.com/nii-yamagishilab/Attention_Backend_for_ASV

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Attention Back-end for Automatic Speaker Verification with Multiple Enrollment Utterances

https://github.com/nii-yamagishilab/project-NN-Pytorch-scripts

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A Practical Guide to Logical Access Voice Presentation Attack Detection

https://github.com/nii-yamagishilab/speechspc-mini

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Revisiting and Improving Scoring Fusion for Spoofing-aware Speaker Verification Using Compositional Data Analysis

https://github.com/ol-mega/ppca

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Long-term Conversation Analysis: Exploring Utility and Privacy

https://github.com/onucharles/tensorized-rnn

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A Fully Tensorized Recurrent Neural Network

https://github.com/orchidchetiaphukan/multilingualptm_add_naacl24

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Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake

https://github.com/piotrkawa/attack-agnostic-dataset

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Attack Agnostic Dataset: Towards Generalization and Stabilization of Audio DeepFake Detection

https://github.com/piotrkawa/audio-deepfake-adversarial-attacks

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Defense Against Adversarial Attacks on Audio DeepFake Detection

https://github.com/piotrkawa/specrnet

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SpecRNet: Towards Faster and More Accessible Audio DeepFake Detection

https://github.com/qinxiaoyi/cross-age_speaker_verification

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Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings

https://github.com/radiant0726/cbw

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CBW: Towards Dataset Ownership Verification for Speaker Verification via Clustering-based Backdoor Watermarking

https://github.com/rahul-t-p/ASVspoof-2019

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Audio Spoofing Verification using Deep Convolutional Neural Networks by Transfer Learning

https://github.com/rf5/simple-asgan

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Disentanglement in a GAN for Unconditional Speech Synthesis

https://github.com/rst0070/Partial_Additive_Speech

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PAS: Partial Additive Speech Data Augmentation Method for Noise Robust Speaker Verification

https://github.com/rub-syssec/wavefake

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WaveFake: A Data Set to Facilitate Audio Deepfake Detection

https://github.com/sadpororo/unipool-sv

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Universal Pooling Method of Multi-layer Features from Pretrained Models for Speaker Verification

https://github.com/sahasubhajit/Speech-Spoofing-

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Exploring Green AI for Audio Deepfake Detection

https://github.com/sanphiee/MOT-sGPLDA-MCE18

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Multiobjective Optimization Training of PLDA for Speaker Verification

https://github.com/sanphiee/MOT-sGPLDA-SRE14

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Multiobjective Optimization Training of PLDA for Speaker Verification

https://github.com/sasv-challenge/asvspoof5-sasvbaseline

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Towards single integrated spoofing-aware speaker verification embeddings

https://github.com/seongmin-kye/meta-SR

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Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs

https://github.com/shihkuanglee/adfa

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Advanced Signal Analysis in Detecting Replay Attacks for Automatic Speaker Verification Systems

https://github.com/shihkuanglee/rd-lcnn

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Advanced Signal Analysis in Detecting Replay Attacks for Automatic Speaker Verification Systems

https://github.com/shimhz/a_dcf

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a-DCF: an architecture agnostic metric with application to spoofing-robust speaker verification

https://github.com/shimhz/mdl_sharpness

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Multi-Dataset Co-Training with Sharpness-Aware Optimization for Audio Anti-spoofing

https://github.com/shkim816/decomposed_temporal_dynamic_cnn

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Decomposed Temporal Dynamic CNN: Efficient Time-Adaptive Network for Text-Independent Speaker Verification Explained with Speaker Activation Map

https://github.com/shkim816/temporal_dynamic_cnn

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Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemetic Analysis

https://github.com/shuimove1234/Noise-Invariant-Frame-Selection

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Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification

https://github.com/sivannavis/samo

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SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing

https://github.com/smileslab/comparative-analysis-voice-spoofing

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Voice Spoofing Countermeasures: Taxonomy, State-of-the-art, experimental analysis of generalizability, open challenges, and the way forward

https://github.com/speechbrain/speechbrain

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CS-Rep: Making Speaker Verification Networks Embracing Re-parameterization

https://github.com/swagshaw/xlsr-mamba

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XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection

https://github.com/talkingnow/HM-Conformer

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HM-Conformer: A Conformer-based audio deepfake detection system with hierarchical pooling and multi-level classification token aggregation methods

https://github.com/taoruijie/mfv-ksd

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Multi-Stage Face-Voice Association Learning with Keynote Speaker Diarization

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