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Found 9 papers, 0 papers with code
ECAPA2: A Hybrid Neural Network Architecture and Training Strategy for Robust Speaker Embeddings
In this paper, we present ECAPA2, a novel hybrid neural network architecture and training strategy to produce robust speaker embeddings.
Behavioral Analysis of Pathological Speaker Embeddings of Patients During Oncological Treatment of Oral Cancer
In this paper, we analyze the behavior of speaker embeddings of patients during oral cancer treatment.
Margin-Mixup: A Method for Robust Speaker Verification in Multi-Speaker Audio
Most speaker verification systems are designed with the assumption of a single speaker being present in a given audio segment.
Transfer Learning for Robust Low-Resource Children's Speech ASR with Transformers and Source-Filter Warping
This can mainly be attributed to the absence of large children's speech corpora to train robust ASR models and the resulting domain mismatch when decoding children's speech with systems trained on adult data.
Automatic Speech Recognition
Automatic Speech Recognition (ASR)
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Tackling the Score Shift in Cross-Lingual Speaker Verification by Exploiting Language Information
This paper contains a post-challenge performance analysis on cross-lingual speaker verification of the IDLab submission to the VoxCeleb Speaker Recognition Challenge 2021 (VoxSRC-21).
The IDLAB VoxCeleb Speaker Recognition Challenge 2021 System Description
The final system fusion with two ECAPA CNN-TDNNs and three SE-ResNets enhanced with frequency positional information achieved a third place on the VoxSRC-21 leaderboard for both track 1 and 2 with a minDCF of 0. 1291 and 0. 1313 respectively.
Integrating Frequency Translational Invariance in TDNNs and Frequency Positional Information in 2D ResNets to Enhance Speaker Verification
These learnable feature map biases along the frequency axis offer this architecture a straightforward way to exploit frequency positional information.
ECAPA-TDNN Embeddings for Speaker Diarization
Learning robust speaker embeddings is a crucial step in speaker diarization.
Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization
In this paper we describe the top-scoring IDLab submission for the text-independent task of the Short-duration Speaker Verification (SdSV) Challenge 2020.
