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Curriculum Learning Based Approaches for Noise Robust Speaker Recognition

https://doi.org/10.1109/taslp.2017.2765832

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-3-642-61257-2openalex-snapshot

Numerical Continuation Methods

inferredcites →https://doi.org/10.1016/j.specom.2015.04.005openalex-snapshot

Mean Hilbert envelope coefficients (MHEC) for robust speaker and language identification

inferredcites →https://doi.org/10.1109/89.736330openalex-snapshot

Selective training for hidden Markov models with applications to speech classification

inferredcites →https://doi.org/10.1109/asru.2015.7404779openalex-snapshot

Time delay deep neural network-based universal background models for speaker recognition

inferredcites →https://doi.org/10.1109/asru.2015.7404813openalex-snapshot

An i-Vector PLDA based gender identification approach for severely distorted and multilingual DARPA RATS data

inferredcites →https://doi.org/10.1109/icassp.2010.5495589openalex-snapshot

Robust speaker identification using an auditory-based feature

inferredcites →https://doi.org/10.1109/icassp.2012.6288857openalex-snapshot

The effect of noise on modern automatic speaker recognition systems

inferredcites →https://doi.org/10.1109/icassp.2012.6288858openalex-snapshot

Towards noise-robust speaker recognition using probabilistic linear discriminant analysis

inferredcites →https://doi.org/10.1109/icassp.2012.6288859openalex-snapshot

Multicondition training of Gaussian PLDA models in i-vector space for noise and reverberation robust speaker recognition

inferredcites →https://doi.org/10.1109/icassp.2012.6288864openalex-snapshot

Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition

inferredcites →https://doi.org/10.1109/icassp.2013.6638976openalex-snapshot

A noise robust i-vector extractor using vector taylor series for speaker recognition

inferredcites →https://doi.org/10.1109/icassp.2013.6639154openalex-snapshot

Duration mismatch compensation for i-vector based speaker recognition systems

inferredcites →https://doi.org/10.1109/icassp.2014.6853887openalex-snapshot

A novel scheme for speaker recognition using a phonetically-aware deep neural network

inferredcites →https://doi.org/10.1109/icassp.2015.7178760openalex-snapshot

Additive noise compensation in the i-vector space for speaker recognition

inferredcites →https://doi.org/10.1109/icassp.2016.7472647openalex-snapshot

Audio enhancing with DNN autoencoder for speaker recognition

inferredcites →https://doi.org/10.1109/icassp.2016.7472649openalex-snapshot

Analysis of DNN approaches to speaker identification

inferredcites →https://doi.org/10.1109/icassp.2017.7953191openalex-snapshot

Robust speaker recognition based on DNN/i-vectors and speech separation

inferredcites →https://doi.org/10.1109/iccv.2007.4409052openalex-snapshot

Probabilistic Linear Discriminant Analysis for Inferences About Identity

inferredcites →https://doi.org/10.1109/lsp.2015.2420092openalex-snapshot

Deep Neural Network Approaches to Speaker and Language Recognition

inferredcites →https://doi.org/10.1109/mcas.2011.941079openalex-snapshot

An Overview of Speaker Identification: Accuracy and Robustness Issues

inferredcites →https://doi.org/10.1109/msp.2015.2462851openalex-snapshot

Speaker Recognition by Machines and Humans: A tutorial review

inferredcites →https://doi.org/10.1109/slt.2016.7846281openalex-snapshot

Speech enhancement using Long Short-Term Memory based recurrent Neural Networks for noise robust Speaker Verification

inferredcites →https://doi.org/10.1109/tasl.2007.899278openalex-snapshot

Robust Speaker Recognition in Noisy Conditions

inferredcites →https://doi.org/10.1109/tasl.2010.2064307openalex-snapshot

Front-End Factor Analysis for Speaker Verification

inferredcites →https://doi.org/10.1109/taslp.2014.2339736openalex-snapshot

Convolutional Neural Networks for Speech Recognition

inferredcites →https://doi.org/10.1109/taslp.2015.2442757openalex-snapshot

SNR-Invariant PLDA Modeling in Nonparametric Subspace for Robust Speaker Verification

inferredcites →https://doi.org/10.1109/taslp.2015.2499038openalex-snapshot

Mixture of PLDA for Noise Robust I-Vector Speaker Verification

inferredcites →https://doi.org/10.1109/taslp.2017.2692304openalex-snapshot

DNN-Driven Mixture of PLDA for Robust Speaker Verification

inferredcites →https://doi.org/10.1109/tsa.2004.840940openalex-snapshot

Eigenvoice modeling with sparse training data

inferredcites →https://doi.org/10.1145/1553374.1553380openalex-snapshot

Curriculum learning

inferredcites →https://doi.org/10.1162/neco.1996.8.3.643openalex-snapshot

The Effects of Adding Noise During Backpropagation Training on a Generalization Performance

inferredcites →https://doi.org/10.21236/ada613971openalex-snapshot

A Novel Scheme for Speaker Recognition Using a Phonetically-Aware Deep Neural Network

inferredcites →https://doi.org/10.21437/interspeech.2011-328openalex-snapshot

Language recognition via i-vectors and dimensionality reduction

inferredcites →https://doi.org/10.21437/interspeech.2011-329openalex-snapshot

Language recognition in ivectors space

inferredcites →https://doi.org/10.21437/interspeech.2011-53openalex-snapshot

Analysis of i-vector length normalization in speaker recognition systems

inferredcites →https://doi.org/10.21437/interspeech.2013-695openalex-snapshot

Modulation features for noise robust speaker identification

inferredcites →https://doi.org/10.21437/interspeech.2014-172openalex-snapshot

Application of convolutional neural networks to speaker recognition in noisy conditions

inferredcites →https://doi.org/10.21437/interspeech.2014-422openalex-snapshot

Nearest neighbor discriminant analysis for robust speaker recognition

inferredcites →https://doi.org/10.21437/interspeech.2016-1292openalex-snapshot

Probabilistic Approach Using Joint Clean and Noisy i-Vectors Modeling for Speaker Recognition

inferredcites →https://doi.org/10.21437/interspeech.2017-1199openalex-snapshot

Curriculum Learning Based Probabilistic Linear Discriminant Analysis for Noise Robust Speaker Recognition

inferredcites →https://doi.org/10.21437/odyssey.2014-15openalex-snapshot

i-Vector Selection for Effective PLDA Modeling in Speaker Recognition

inferredcites →https://doi.org/10.21437/odyssey.2014-44openalex-snapshot

Deep Neural Networks for extracting Baum-Welch statistics for Speaker Recognition

inferredcites →https://doi.org/10.21437/odyssey.2016-32openalex-snapshot

Channel Compensation for Speaker Recognition using MAP Adapted PLDA and Denoising DNNs

inferredcites →https://doi.org/10.2307/2153001openalex-snapshot

Numerical Continuation Methods--An Introduction.

inferredcites →https://doi.org/10.23919/eusipco.2017.8081267openalex-snapshot

A curriculum learning method for improved noise robustness in automatic speech recognition

inferredcites →https://doi.org/10.48550/arxiv.1512.02595openalex-snapshot

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

inferredcites →https://doi.org/10.57702/jb3fvbn9openalex-snapshot

Kaldi Speech Recognition Toolkit

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4494025openalex-extracted

Comparison and Analysis of New Curriculum Criteria for End-to-End Asr

inferred← citeshttps://doi.org/10.1007/978-3-030-45439-5_46openalex-snapshot

Curriculum Learning Strategies for IR

inferred← citeshttps://doi.org/10.1007/978-3-031-18444-4_1openalex-snapshot

A Comprehensive Review on Speaker Recognition

inferred← citeshttps://doi.org/10.1007/978-981-99-0609-3_8openalex-snapshot

Toward More Robust Classifier: Negative Log-Likelihood Aware Curriculum Learning

inferred← citeshttps://doi.org/10.1007/s11042-018-6358-xopenalex-snapshot

Virtual home assistant for voice based controlling and scheduling with short speech speaker identification

inferred← citeshttps://doi.org/10.1007/s11263-022-01611-xopenalex-snapshot

Curriculum Learning: A Survey

inferred← citeshttps://doi.org/10.1007/s11263-024-02186-5openalex-snapshot

Learning Rate Curriculum

inferred← citeshttps://doi.org/10.1007/s12046-021-01649-6openalex-snapshot

A strong hybrid AdaBoost classification algorithm for speaker recognition

inferred← citeshttps://doi.org/10.1016/b978-0-12-816801-1.00005-0openalex-snapshot

Study of robust language identification techniques for future smart cities

inferred← citeshttps://doi.org/10.1016/j.cogsys.2018.09.028openalex-snapshot

Speaker identification using multi-modal i-vector approach for varying length speech in voice interactive systems

inferred← citeshttps://doi.org/10.1016/j.comcom.2024.107938openalex-snapshot

Robust speech command recognition in challenging industrial environments

inferred← citeshttps://doi.org/10.1016/j.eswa.2018.06.004openalex-snapshot

Curriculum learning based approach for noise robust language identification using DNN with attention

inferred← citeshttps://doi.org/10.1016/j.specom.2016.11.008openalex-snapshot

Iterative joint MAP single-channel speech enhancement given non-uniform phase prior

inferred← citeshttps://doi.org/10.1016/j.specom.2021.06.003openalex-snapshot

Curriculum Learning based approaches for robust end-to-end far-field speech recognition

inferred← citeshttps://doi.org/10.1016/j.specom.2024.103113openalex-snapshot

Comparison and analysis of new curriculum criteria for end-to-end ASR

inferred← citeshttps://doi.org/10.1016/s2307-1877(25)00754-0openalex-snapshot

LFBNN: Robust and Hybrid Training Algorithm to Neural Network for Hybrid Features-Enabled Speaker Recognition System

inferred← citeshttps://doi.org/10.1093/comjnl/bxz012openalex-snapshot

Optimization-Based Support Vector Neural network for Speaker Recognition

inferred← citeshttps://doi.org/10.1109/access.2023.3314191openalex-snapshot

Joint Framework of Curriculum Learning and Knowledge Distillation for Noise-Robust and Small-Footprint Keyword Spotting

inferred← citeshttps://doi.org/10.1109/ic2pct60090.2024.10486800openalex-snapshot

Voice-Based Virtual Assistant for Windows (Ziva - AI Companion)

inferred← citeshttps://doi.org/10.1109/icassp43922.2022.9747025openalex-snapshot

Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting

inferred← citeshttps://doi.org/10.1109/iccv48922.2021.00502openalex-snapshot

Adaptive Curriculum Learning

inferred← citeshttps://doi.org/10.1109/icisc47916.2020.9171190openalex-snapshot

Emotion Recognition System for Specially Needed People with Optimized Deep Learning Algorithm

inferred← citeshttps://doi.org/10.1109/icsip49896.2020.9339290openalex-snapshot

Efficient FPGA Implementation of softmax Layer in Deep Neural Network

inferred← citeshttps://doi.org/10.1109/iecon51785.2023.10311721openalex-snapshot

Elicitation-Based Curriculum Learning for Improving Speech Emotion Recognition

inferred← citeshttps://doi.org/10.1109/lsp.2018.2841653openalex-snapshot

Speech Activity Detection in Naturalistic Audio Environments: Fearless Steps Apollo Corpus

inferred← citeshttps://doi.org/10.1109/taslp.2018.2880685openalex-snapshot

2018 Index IEEE/ACM Transactions on Audio, Speech, and Language Processing Vol. 26

inferred← citeshttps://doi.org/10.1109/taslp.2019.2898816openalex-snapshot

Curriculum Learning for Speech Emotion Recognition From Crowdsourced Labels

inferred← citeshttps://doi.org/10.1109/taslp.2019.2928128openalex-snapshot

Discriminative Neural Embedding Learning for Short-Duration Text-Independent Speaker Verification

inferred← citeshttps://doi.org/10.1109/taslp.2023.3322583openalex-snapshot

Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation

inferred← citeshttps://doi.org/10.1109/taslp.2023.3331949openalex-snapshot

Self-Supervised Learning With Cluster-Aware-DINO for High-Performance Robust Speaker Verification

inferred← citeshttps://doi.org/10.1109/taslp.2024.3507562openalex-snapshot

An Interpretable Deep Mutual Information Curriculum Metric for a Robust and Generalized Speech Emotion Recognition System

inferred← citeshttps://doi.org/10.1109/taslpro.2026.3675775openalex-snapshot

DACL-RAG: Data Augmentation Strategy With Curriculum Learning for Retrieval-Augmented Generation

inferred← citeshttps://doi.org/10.1109/tim.2022.3205901openalex-snapshot

Curriculum Learning-Based Approaches for End-to-End Gas Recognition

inferred← citeshttps://doi.org/10.1109/tpami.2021.3069908openalex-snapshot

A Survey on Curriculum Learning

inferred← citeshttps://doi.org/10.1121/10.0026235openalex-snapshot

Advanced accent/dialect identification and accentedness assessment with multi-embedding models and automatic speech recognition

inferred← citeshttps://doi.org/10.1145/3582571openalex-snapshot

Digital Twin-based Anomaly Detection with Curriculum Learning in Cyber-physical Systems

inferred← citeshttps://doi.org/10.1609/aaai.v36i8.20899openalex-snapshot

Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum

inferred← citeshttps://doi.org/10.2139/ssrn.5346635openalex-snapshot

A Self-Supervised Domain Adaptation Method for Speaker Verification Based on Total Coding Rate Loss

inferred← citeshttps://doi.org/10.21437/interspeech.2020-2699openalex-snapshot

Neural PLDA Modeling for End-to-End Speaker Verification

inferred← citeshttps://doi.org/10.2991/meess-18.2018.31openalex-snapshot

Teaching Innovation under the Concept of Learning Competition

inferred← citeshttps://doi.org/10.3311/ppee.17024openalex-snapshot

Deep Learning Methods in Speaker Recognition: A Review

inferred← citeshttps://doi.org/10.3311/ppee.20971openalex-snapshot

Speaker Recognition through Deep Learning Techniques

inferred← citeshttps://doi.org/10.3390/app142210426openalex-snapshot

An Ensemble Approach for Speaker Identification from Audio Files in Noisy Environments

inferred← citeshttps://doi.org/10.3390/electronics12071676openalex-snapshot

A Review of the Evaluation System for Curriculum Learning

inferred← citeshttps://doi.org/10.48550/arxiv.1912.08555openalex-snapshot

Curriculum Learning Strategies for IR: An Empirical Study on Conversation Response Ranking

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Curriculum Learning with Diversity for Supervised Computer Vision Tasks

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A Speaker Recognition System Using Gaussian Mixture Model, EM Algorithm and K-Means Clustering

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