Tieran Zheng

Orcid: 0009-0006-5179-0278

According to our database1, Tieran Zheng authored at least 50 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Concept-Based Explanations for Millimeter Wave Radar Target Recognition.
Remote. Sens., July, 2024

Distance Metric-Based Open-Set Domain Adaptation for Speaker Verification.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Sound Activity-Aware Based Cross-Task Collaborative Training for Semi-Supervised Sound Event Detection.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Mutual Information-based Representations Disentanglement for Unaligned Multimodal Language Sequences.
CoRR, 2024

Contrastive Loss Based Frame-Wise Feature Disentanglement for Polyphonic Sound Event Detection.
Proceedings of the IEEE International Conference on Acoustics, 2024

Modeling Quasi-Periodic Dependency via Self-Supervised Pre-Training for Respiratory Sound Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Mutual Information-based Embedding Decoupling for Generalizable Speaker Verification.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Time-Weighted Frequency Domain Audio Representation with GMM Estimator for Anomalous Sound Detection.
Proceedings of the IEEE International Conference on Acoustics, 2023

Graph-Based Spectro-Temporal Dependency Modeling for Anti-Spoofing.
Proceedings of the IEEE International Conference on Acoustics, 2023

Sentiment Knowledge Enhanced Self-supervised Learning for Multimodal Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2021
Exploring attention mechanisms based on summary information for end-to-end automatic speech recognition.
Neurocomputing, 2021

Model-Agnostic Fast Adaptive Multi-Objective Balancing Algorithm for Multilingual Automatic Speech Recognition Model Training.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020
Error Heuristic Based Text-Only Error Correction Method for Automatic Speech Recognition.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Structured Sparse Attention for end-to-end Automatic Speech Recognition.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition.
CoRR, 2019

Hard Sample Mining for the Improved Retraining of Automatic Speech Recognition.
CoRR, 2019

Convolutional Grid Long Short-Term Memory Recurrent Neural Network for Automatic Speech Recognition.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018
Deep Neural Network Based Discriminative Training for I-Vector/PLDA Speaker Verification.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Learning Deep Neural Network Based Kernel Functions for Small Sample Size Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

I-vector Kullback-Leibler divisive normalization for PLDA speaker verification.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

2016
Speaker Verification via Modeling Kurtosis Using Sparse Coding.
Int. J. Pattern Recognit. Artif. Intell., 2016

2015
Soft Margin Based Low-Rank Audio Signal Classification.
Neural Process. Lett., 2015

2014
Confidence Measure Based on Context Consistency Using Word Occurrence Probability and Topic Adaptation for Spoken Term Detection.
IEICE Trans. Inf. Syst., 2014

A new framework for robust speech recognition in complex channel environments.
Digit. Signal Process., 2014

Sparse Representation with Optimized Learned Dictionary for Robust Voice Activity Detection.
Circuits Syst. Signal Process., 2014

Robust minimum statistics project coefficients feature for acoustic environment recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

2013
Audio classification with low-rank matrix representation features.
ACM Trans. Intell. Syst. Technol., 2013

Identification of Objectionable Audio Segments Based on Pseudo and Heterogeneous Mixture Models.
IEEE Trans. Speech Audio Process., 2013

Audio Segment Classification Using Online Learning Based Tensor Representation Feature Discrimination.
IEEE Trans. Speech Audio Process., 2013

Guarantees of Augmented Trace Norm Models in Tensor Recovery.
Proceedings of the IJCAI 2013, 2013

Case based reasoning solution to the problem of sustained learning in keyword spotting.
Proceedings of the IEEE International Conference on Acoustics, 2013

Upper and lower bounds for approximation of the Kullback-Leibler divergence between Hidden Markov models.
Proceedings of the IEEE International Conference on Acoustics, 2013

2012
Sparse-Based auditory Model for robust speaker Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2012

Identifiability of multivariate logistic mixture models
CoRR, 2012

Guarantees of Augmented Trace Norm Models in Tensor Recovery
CoRR, 2012

Low-rank Audio Signal Classification Under Soft Margin and Trace Norm Constraints.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

A Novel Confidence Measure Based on Context Consistency for Spoken Term Detection.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Sparse power spectrum based robust voice activity detector.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A solution to residual noise in speech denoising with sparse representation.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011
Online Learning for Classification of Low-rank Representation Features and Its Applications in Audio Segment Classification
CoRR, 2011

Trace Norm Regularized Tensor Classification and Its Online Learning Approaches
CoRR, 2011

Heterogeneous mixture models using sparse representation features for applause and laugh detection.
Proceedings of the 2011 IEEE International Workshop on Machine Learning for Signal Processing, 2011

Real-World Speech/Non-Speech Audio Classification Based on Sparse Representation Features and GPCs.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

AUC Optimization Based Confidence Measure for Keyword Spotting.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

A Novel Framework Based on Trace Norm Minimization for Audio Event Detection.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

A cochlear neuron based robust feature for speaker recognition.
Proceedings of the IEEE International Conference on Acoustics, 2011

Compensation of partly reliable components for band-limited speech recognition with missing data techniques.
Proceedings of the IEEE International Conference on Acoustics, 2011

A modified MAP criterion based on hidden Markov model for voice activity detecion.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Study on the Recognition of Objectionable Audio.
Int. J. Pattern Recognit. Artif. Intell., 2010

2009
A Fast Audio Retrieval Method Based on Negativity Judgment.
Proceedings of the Fifth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2009), 2009


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