Papers with Code 아카이브

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/astorfi/3D-convolutional-speaker-recognition

공식 코드

Text-Independent Speaker Verification Using 3D Convolutional Neural Networks

https://github.com/astorfi/lip-reading-deeplearning

공식 코드

3D Convolutional Neural Networks for Cross Audio-Visual Matching Recognition

https://github.com/asvspoof-challenge/2021

공식 코드

ASVspoof 2021: Automatic Speaker Verification Spoofing and Countermeasures Challenge Evaluation Plan

https://github.com/asvspoof-challenge/classifier-adjacency

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Visualizing Classifier Adjacency Relations: A Case Study in Speaker Verification and Voice Anti-Spoofing

https://github.com/asvspoof/D3M

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Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack Detection

https://github.com/avishai111/ASVspoof2019-vs-ASVspoof5-Assessment-and-Comparison

공식 코드

ASVspoof2019 vs. ASVspoof5: Assessment and Comparison

https://github.com/awsaf49/sonics

공식 코드

SONICS: Synthetic Or Not -- Identifying Counterfeit Songs

https://github.com/bootphon/learnable-strf

공식 코드

Learning spectro-temporal representations of complex sounds with parameterized neural networks

https://github.com/butspeechfit/ravdess2mix

공식 코드

Analysis of impact of emotions on target speech extraction and speech separation

https://github.com/bytedance/salmonn

공식 코드

SALMONN: Towards Generic Hearing Abilities for Large Language Models

https://github.com/caizexin/tf_multispeakerTTS_fc

공식 코드

From Speaker Verification to Multispeaker Speech Synthesis, Deep Transfer with Feedback Constraint

https://github.com/chenllliang/CTDNN-Crossed-Time-Delay-Neural-Network-for-Speaker-Recognition

공식 코드

Crossed-Time Delay Neural Network for Speaker Recognition

https://github.com/chenllliang/ctdnn

공식 코드

Crossed-Time Delay Neural Network for Speaker Recognition

https://github.com/clad23/clad

공식 코드

CLAD: Robust Audio Deepfake Detection Against Manipulation Attacks with Contrastive Learning

https://github.com/clovaai/aasist

공식 코드

AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks

https://github.com/clovaai/voxceleb_trainer

공식 코드

Magnitude-aware Probabilistic Speaker Embeddings

https://github.com/conti748/cryceleb2023

공식 코드

CryCeleb: A Speaker Verification Dataset Based on Infant Cry Sounds

https://github.com/cvqluu/MTL-Speaker-Embeddings

공식 코드

Leveraging speaker attribute information using multi task learning for speaker verification and diarization

https://github.com/cvqluu/dropclass_speaker

공식 코드

DropClass and DropAdapt: Dropping classes for deep speaker representation learning

https://github.com/cyjie429/rego

공식 코드

Region-Based Optimization in Continual Learning for Audio Deepfake Detection

https://github.com/danielmengliu/audiovisuallip

공식 코드

Cross-modal Audio-visual Co-learning for Text-independent Speaker Verification

https://github.com/didi/delta

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DELTA: A DEep learning based Language Technology plAtform

https://github.com/dlion168/Listen-and-Speak-Fairly

공식 코드

Listen and Speak Fairly: A Study on Semantic Gender Bias in Speech Integrated Large Language Models

https://github.com/dmlguq456/next_tdnn_asv

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NeXt-TDNN: Modernizing Multi-Scale Temporal Convolution Backbone for Speaker Verification

https://github.com/dreadbird06/tso_vace_wpe

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Task-specific Optimization of Virtual Channel Linear Prediction-based Speech Dereverberation Front-End for Far-Field Speaker Verification

https://github.com/ductuantruong/tcm_add

공식 코드

Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection

https://github.com/espnet/espnet

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ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models

https://github.com/eurecom-asp/malacopula

공식 코드

Malacopula: adversarial automatic speaker verification attacks using a neural-based generalised Hammerstein model

https://github.com/eurecom-asp/malafide

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Malafide: a novel adversarial convolutive noise attack against deepfake and spoofing detection systems

https://github.com/eurecom-asp/rawgat-st-antispoofing

공식 코드

End-to-End Spectro-Temporal Graph Attention Networks for Speaker Verification Anti-Spoofing and Speech Deepfake Detection

https://github.com/eurecom-asp/rawnet2-antispoofing

공식 코드

End-to-end anti-spoofing with RawNet2

https://github.com/eurecom-asp/sasv-joint-optimisation

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On the potential of jointly-optimised solutions to spoofing attack detection and automatic speaker verification

https://github.com/facebookresearch/av_hubert

공식 코드

Learning Lip-Based Audio-Visual Speaker Embeddings with AV-HuBERT

https://github.com/frednam93/FilterAugSED

공식 코드

FilterAugment: An Acoustic Environmental Data Augmentation Method

https://github.com/freds0/bspeech-mos-prediction

공식 코드

Evaluation of Speech Representations for MOS prediction

https://github.com/gewanying/shap-anti-spoofing

공식 코드

Explainable deepfake and spoofing detection: an attack analysis using SHapley Additive exPlanations

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