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Found 9 papers, 3 papers with code
USM-SCD: Multilingual Speaker Change Detection Based on Large Pretrained Foundation Models
We show that the USM-SCD model can achieve more than 75% average speaker change detection F1 score across a test set that consists of data from 96 languages.
Parameter-Free Attentive Scoring for Speaker Verification
This paper presents a novel study of parameter-free attentive scoring for speaker verification.
Attentive Temporal Pooling for Conformer-based Streaming Language Identification in Long-form Speech
In this paper, we introduce a novel language identification system based on conformer layers.
Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition
In this work we propose scoring these representations in a way that can capture uncertainty, enroll/test asymmetry and additional non-linear information.
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System
To the best of our knowledge, this is the first study of speaker verification systems at the scale of 46 languages.
Synth2Aug: Cross-domain speaker recognition with TTS synthesized speech
In recent years, Text-To-Speech (TTS) has been used as a data augmentation technique for speech recognition to help complement inadequacies in the training data.
VoiceFilter-Lite: Streaming Targeted Voice Separation for On-Device Speech Recognition
We introduce VoiceFilter-Lite, a single-channel source separation model that runs on the device to preserve only the speech signals from a target user, as part of a streaming speech recognition system.
The IBM Speaker Recognition System: Recent Advances and Error Analysis
We present the recent advances along with an error analysis of the IBM speaker recognition system for conversational speech.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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