Junyi Peng
10 papers · 2020–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 💎 Century Club · Bronze
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(7)
Speech & Audio
(7)
Architectures
(7)
Machine Learning
(4)
Recognition
(4)
Techniques
(4)
Analysis · Speech & Audio
(3)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis · Computer Vision
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Keywords
speaker verification
(7)
speaker embedding
(3)
pre-trained model
(3)
embedding extractor
(2)
self-supervised learning
(2)
end-to-end learning
(1)
speech processing
(1)
feature extraction
(1)
feature encoding
(1)
mel filterbank
(1)
sequential modeling
(1)
deep neural network
(1)
language recognition
(1)
speaker recognition
(1)
pairwise loss
(1)
microphone array
(1)
speech language model
(1)
phase spectrum
(1)
source separation
(1)
metric learning
(1)
Papers
Analysis of ABC Frontend Audio Systems for the NIST-SRE24
Interspeech 2025
ESPnet-SpeechLM: An Open Speech Language Model Toolkit
NAACL 2025
Multi-Channel Extension of Pre-trained Models for Speaker Verification
Interspeech 2024
Description and Analysis of ABC Submission to NIST LRE 2022
Interspeech 2023
Improving Speaker Verification with Self-Pretrained Transformer Models
Interspeech 2023
Multi-Channel Speech Separation with Cross-Attention and Beamforming
Interspeech 2023
Learnable Sparse Filterbank for Speaker Verification
Interspeech 2022
Effective Phase Encoding for End-To-End Speaker Verification
Interspeech 2021
ICSpk: Interpretable Complex Speaker Embedding Extractor from Raw Waveform
Interspeech 2021
Deep Speaker Embedding with Long Short Term Centroid Learning for Text-Independent Speaker Verification
Interspeech 2020