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Speaker Verification

20 papers with code ยท Speech

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

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Latest papers without code

Non-native Speaker Verification for Spoken Language Assessment

30 Sep 2019

These systems are explored for non-native spoken English data in this paper.

SPEAKER VERIFICATION

Self-Adaptive Soft Voice Activity Detection using Deep Neural Networks for Robust Speaker Verification

26 Sep 2019

The first approach is soft VAD, which performs a soft selection of frame-level features extracted from a speaker feature extractor.

ACTION DETECTION SPEAKER VERIFICATION UNSUPERVISED DOMAIN ADAPTATION

Probing the Information Encoded in X-vectors

13 Sep 2019

Deep neural network based speaker embeddings, such as x-vectors, have been shown to perform well in text-independent speaker recognition/verification tasks.

DATA AUGMENTATION SPEAKER RECOGNITION SPEAKER VERIFICATION TEXT-INDEPENDENT SPEAKER RECOGNITION

The Ambiguous World of Emotion Representation

1 Sep 2019

A key reason for this is the lack of a common mathematical framework to describe all the relevant elements of emotion representations.

FACE RECOGNITION SPEAKER VERIFICATION SPEECH RECOGNITION

VAE-based Domain Adaptation for Speaker Verification

27 Aug 2019

By enforcing the neural model to discriminate the speakers in the training set, deep speaker embedding (called `x-vectors`) can be derived from the hidden layers.

DOMAIN ADAPTATION SPEAKER VERIFICATION

Personal VAD: Speaker-Conditioned Voice Activity Detection

12 Aug 2019

In this paper, we propose "personal VAD", a system to detect the voice activity of a target speaker at the frame level.

ACTION DETECTION SPEAKER RECOGNITION SPEAKER VERIFICATION SPEECH RECOGNITION

A Study on Angular Based Embedding Learning for Text-independent Speaker Verification

12 Aug 2019

Learning a good speaker embedding is important for many automatic speaker recognition tasks, including verification, identification and diarization.

SPEAKER RECOGNITION TEXT-INDEPENDENT SPEAKER VERIFICATION

Triplet Based Embedding Distance and Similarity Learning for Text-independent Speaker Verification

6 Aug 2019

The improvements are both based on triplet cause the training stage and the evaluation stage of the baseline x-vector system focus on different aims.

SPEAKER RECOGNITION TEXT-INDEPENDENT SPEAKER VERIFICATION

An End-to-End Text-independent Speaker Verification Framework with a Keyword Adversarial Network

6 Aug 2019

In training our speaker verification framework, we consider both the triplet loss minimization and adversarial gradient of the ASR network to obtain more discriminative and text-independent speaker embedding vectors.

SPEECH RECOGNITION TEXT-INDEPENDENT SPEAKER VERIFICATION

V2S attack: building DNN-based voice conversion from automatic speaker verification

5 Aug 2019

The experimental evaluation compares converted voices between the proposed method that does not use the targeted speaker's voice data and the standard VC that uses the data.

SPEAKER VERIFICATION SPEECH RECOGNITION VOICE CONVERSION