Thomas Hain

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 144

Top Venues

Publications

Robert Sutherland, George Close, Thomas Hain, Stefan Goetze, Jon Barker
Using Speech Foundational Models in Loss Functions for Hearing Aid Speech Enhancement. CoRR (2024)
Amit Meghanani, Thomas Hain
SCORE: Self-supervised Correspondence Fine-tuning for Improved Content Representations. CoRR (2024)
William Ravenscroft, George Close, Stefan Goetze, Thomas Hain, Mohammad Soleymanpour, Anurag Chowdhury, Mark C. Fuhs
Transcription-Free Fine-Tuning of Speech Separation Models for Noisy and Reverberant Multi-Speaker Automatic Speech Recognition. CoRR (2024)
Rehan Ahmad, Muhammad Umar Farooq, Thomas Hain
Progressive Unsupervised Domain Adaptation for ASR Using Ensemble Models and Multi-Stage Training. ICASSP (2024)
Mingjie Chen, Hezhao Zhang, Yuanchao Li, Jiachen Luo, Wen Wu, Ziyang Ma, Peter Bell, Catherine Lai, Joshua D. Reiss, Lin Wang, Philip C. Woodland, Xie Chen, Huy Phan, Thomas Hain
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem. Odyssey (2024)
Amit Meghanani, Thomas Hain
SCORE: Self-Supervised Correspondence Fine-Tuning for Improved Content Representations. ICASSP (2024)
Chanho Park, Mingjie Chen, Thomas Hain
Automatic Speech Recognition System-Independent Word Error Rate Estimation. CoRR (2024)
Rhiannon Mogridge, George Close, Robert Sutherland, Thomas Hain, Jon Barker, Stefan Goetze, Anton Ragni
Non-Intrusive Speech Intelligibility Prediction for Hearing-Impaired Users using Intermediate ASR Features and Human Memory Models. CoRR (2024)
Ziyang Ma, Mingjie Chen, Hezhao Zhang, Zhisheng Zheng, Wenxi Chen, Xiquan Li, Jiaxin Ye, Xie Chen, Thomas Hain
EmoBox: Multilingual Multi-corpus Speech Emotion Recognition Toolkit and Benchmark. CoRR (2024)
Chanho Park, Mingjie Chen, Thomas Hain
Automatic Speech Recognition System-Independent Word Error Rate Estimation. LREC/COLING (2024)
Amit Meghanani, Thomas Hain
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations. CoRR (2024)
Amit Meghanani, Thomas Hain
LASER: Learning by Aligning Self-supervised Representations of Speech for Improving Content-related Tasks. CoRR (2024)
Cong-Thanh Do, Shuhei Imai, Rama Doddipatla, Thomas Hain
Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis. CoRR (2024)
William Ravenscroft, Stefan Goetze, Thomas Hain
Combining Conformer and Dual-Path-Transformer Networks for Single Channel Noisy Reverberant Speech Separation. ICASSP (2024)
Mingjie Chen, Hezhao Zhang, Yuanchao Li, Jiachen Luo, Wen Wu, Ziyang Ma, Peter Bell, Catherine Lai, Joshua D. Reiss, Lin Wang, Philip C. Woodland, Xie Chen, Huy Phan, Thomas Hain
1st Place Solution to Odyssey Emotion Recognition Challenge Task1: Tackling Class Imbalance Problem. CoRR (2024)
George Close, Thomas Hain, Stefan Goetze
Hallucination in Perceptual Metric-Driven Speech Enhancement Networks. CoRR (2024)
Rhiannon Mogridge, George Close, Robert Sutherland, Thomas Hain, Jon Barker, Stefan Goetze, Anton Ragni
Non-Intrusive Speech Intelligibility Prediction for Hearing-Impaired Users Using Intermediate ASR Features and Human Memory Models. ICASSP (2024)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement. ICASSP (2024)
Amit Meghanani, Thomas Hain
Improving Acoustic Word Embeddings through Correspondence Training of Self-supervised Speech Representations. EACL (1) (2024)
George Close, Thomas Hain, Stefan Goetze
Non Intrusive Intelligibility Predictor for Hearing Impaired Individuals using Self Supervised Speech Representations. CoRR (2023)
George Close, Thomas Hain, Stefan Goetze
The Effect of Spoken Language on Speech Enhancement Using Self-Supervised Speech Representation Loss Functions. WASPAA (2023)
Amit Meghanani, Thomas Hain
Deriving Translational Acoustic Sub-Word Embeddings. ASRU (2023)
Cong-Thanh Do, Rama Doddipatla, Mohan Li, Thomas Hain
Domain Adaptive Self-supervised Training of Automatic Speech Recognition. INTERSPEECH (2023)
Protima Nomo Sudro, Anton Ragni, Thomas Hain
Adapting Pretrained Models for Adult to Child Voice Conversion. EUSIPCO (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments. CoRR (2023)
Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq, Anna Ollerenshaw, Thomas Hain
Towards domain generalisation in ASR with elitist sampling and ensemble knowledge distillation. CoRR (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Data Sampling Strategies for Training Neural Network Speech Separation Models. CoRR (2023)
Muhammad Umar Farooq, Thomas Hain
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition. CoRR (2023)
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
Probing Statistical Representations for End-to-End ASR. EUSIPCO (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Multi-CMGAN+/+: Leveraging Multi-Objective Speech Quality Metric Prediction for Speech Enhancement. CoRR (2023)
Muhammad Umar Farooq, Rehan Ahmad, Thomas Hain
MUST: A Multilingual Student-Teacher Learning Approach for Low-Resource Speech Recognition. ASRU (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation. ICASSP (2023)
Elaf Islam, Thomas Hain, Protima Nomo Sudro
Simulation of Teacher-Learner Interaction in English Language Pronunciation Learning. ASRU (2023)
Anna Ollerenshaw, Md Asif Jalal, Rosanna Milner, Thomas Hain
Empirical Interpretation of the Relationship Between Speech Acoustic Context and Emotion Recognition. CoRR (2023)
Elaf Islam, Chanho Park, Thomas Hain
Exploring Speech Representations for Proficiency Assessment in Language Learning. SLaTE (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Data Sampling Strategies for Training Neural Network Speech Separation Models. EUSIPCO (2023)
George Close, Thomas Hain, Stefan Goetze
The Effect of Spoken Language on Speech Enhancement using Self-Supervised Speech Representation Loss Functions. CoRR (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Perceive and Predict: Self-Supervised Speech Representation Based Loss Functions for Speech Enhancement. ICASSP (2023)
Chanho Park, Chengsong Lu, Mingjie Chen, Thomas Hain
Fast Word Error Rate Estimation Using Self-Supervised Representations For Speech And Text. CoRR (2023)
George Close, William Ravenscroft, Thomas Hain, Stefan Goetze
Perceive and predict: self-supervised speech representation based loss functions for speech enhancement. CoRR (2023)
Rehan Ahmad, Md Asif Jalal, Muhammad Umar Farooq, Anna Ollerenshaw, Thomas Hain
Towards Domain Generalisation in ASR with Elitist Sampling and Ensemble Knowledge Distillation. ICASSP (2023)
Muhammad Umar Farooq, Rehan Ahmad, Thomas Hain
MUST: A Multilingual Student-Teacher Learning approach for low-resource speech recognition. CoRR (2023)
Muhammad Umar Farooq, Thomas Hain
Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition. INTERSPEECH (2023)
William Ravenscroft, Stefan Goetze, Thomas Hain
On Time Domain Conformer Models for Monaural Speech Separation in Noisy Reverberant Acoustic Environments. ASRU (2023)
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
Insights on Neural Representations for End-to-End Speech Recognition. CoRR (2022)
Muhammad Umar Farooq, Darshan Adiga Haniya Narayana, Thomas Hain
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion. CoRR (2022)
Chanho Park, Rehan Ahmad, Thomas Hain
Unsupervised data selection for Speech Recognition with contrastive loss ratios. CoRR (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation. IWAENC (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Utterance Weighted Multi-Dilation Temporal Convolutional Networks for Monaural Speech Dereverberation. CoRR (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation. EUSIPCO (2022)
Jose Antonio Lopez Saenz, Thomas Hain
A Model for Assessor Bias in Automatic Pronunciation Assessment. ICASSP (2022)
Muhammad Umar Farooq, Darshan Adiga Haniya Narayana, Thomas Hain
Non-Linear Pairwise Language Mappings for Low-Resource Multilingual Acoustic Model Fusion. INTERSPEECH (2022)
George Close, Thomas Hain, Stefan Goetze
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data. CoRR (2022)
Chanho Park, Rehan Ahmad, Thomas Hain
Unsupervised Data Selection for Speech Recognition with Contrastive Loss Ratios. ICASSP (2022)
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
Probing Statistical Representations For End-To-End ASR. CoRR (2022)
Muhammad Umar Farooq, Thomas Hain
Investigating the Impact of Crosslingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition. INTERSPEECH (2022)
Muhammad Umar Farooq, Thomas Hain
Investigating the Impact of Cross-lingual Acoustic-Phonetic Similarities on Multilingual Speech Recognition. CoRR (2022)
Madina Hasan, Nicholas Jefferson, Thomas Hain, Jeremy Dawson
Automatic detection of behavioural codes in team interactions. Comput. Speech Lang. 74 (2022)
George Close, Samuel Hollands, Stefan Goetze, Thomas Hain
Non-intrusive Speech Intelligibility Metric Prediction for Hearing Impaired Individuals. INTERSPEECH (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Deformable Temporal Convolutional Networks for Monaural Noisy Reverberant Speech Separation. CoRR (2022)
George Close, Thomas Hain, Stefan Goetze
MetricGAN+/-: Increasing Robustness of Noise Reduction on Unseen Data. EUSIPCO (2022)
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
Insights of Neural Representations in Multi-Banded and Multi-Channel Convolutional Transformers for End-to-End ASR. EUSIPCO (2022)
Anna Ollerenshaw, Md Asif Jalal, Thomas Hain
Dynamic Kernels and Channel Attention with Multi-Layer Embedding Aggregation for Speaker Verification. CoRR (2022)
William Ravenscroft, Stefan Goetze, Thomas Hain
Receptive Field Analysis of Temporal Convolutional Networks for Monaural Speech Dereverberation. CoRR (2022)
Rosanna Milner, Md Asif Jalal, Raymond W. M. Ng, Thomas Hain
A cross-corpus study on speech emotion recognition. CoRR (2022)
Korbinian Friedl, Georgios Rizos, Lukas Stappen, Madina Hasan, Lucia Specia, Thomas Hain, Björn W. Schuller
Uncertainty Aware Review Hallucination for Science Article Classification. ACL/IJCNLP (Findings) (2021)
Jose Antonio Lopez Saenz, Thomas Hain
Use of Speaker Metadata for Improving Automatic Pronunciation Assessment. SLSP (2021)
Cong-Thanh Do, Rama Doddipatla, Thomas Hain
Multiple-hypothesis CTC-based semi-supervised adaptation of end-to-end speech recognition. CoRR (2021)
Qiang Huang, Thomas Hain
Improving Audio Anomalies Recognition Using Temporal Convolutional Attention Networks. ICASSP (2021)
Mingjie Chen, Yanpei Shi, Thomas Hain
Towards Low-Resource Stargan Voice Conversion Using Weight Adaptive Instance Normalization. ICASSP (2021)
Anna Ollerenshaw, Md. Asif Jalal, Thomas Hain
Insights on Neural Representations for End-to-End Speech Recognition. Interspeech (2021)
Yanpei Shi, Qiang Huang, Thomas Hain
H-VECTORS: Improving the robustness in utterance-level speaker embeddings using a hierarchical attention model. Neural Networks 142 (2021)
Cong-Thanh Do, Rama Doddipatla, Thomas Hain
Multiple-Hypothesis CTC-Based Semi-Supervised Adaptation of End-to-End Speech Recognition. ICASSP (2021)
Asmaa El Hannani, Rahhal Errattahi, Fatima Zahra Salmam, Thomas Hain, Hassan Ouahmane
Evaluation of the effectiveness and efficiency of state-of-the-art features and models for automatic speech recognition error detection. J. Big Data 8 (1) (2021)
Shengjie Huang, Mingjie Chen, Yanyan Xu, Dengfeng Ke, Thomas Hain
WINVC: One-Shot Voice Conversion with Weight Adaptive Instance Normalization. PRICAI (2) (2021)
Jose Antonio Lopez Saenz, Md Asif Jalal, Rosanna Milner, Thomas Hain
Attention Based Model for Segmental Pronunciation Error Detection. ASRU (2021)
Yanpei Shi, Thomas Hain
Supervised Speaker Embedding De-Mixing in Two-Speaker Environment. SLT (2021)
Yanpei Shi, Thomas Hain
Contextual Joint Factor Acoustic Embeddings. SLT (2021)
Qiang Huang, Thomas Hain
Improving Audio Anomalies Recognition Using Temporal Convolutional Attention Network. CoRR (2020)
Md Asif Jalal, Rosanna Milner, Thomas Hain, Roger K. Moore
Removing Bias with Residual Mixture of Multi-View Attention for Speech Emotion Recognition. INTERSPEECH (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Robust Speaker Recognition Using Speech Enhancement And Attention Model. CoRR (2020)
Hardik B. Sailor, Thomas Hain
Multilingual Speech Recognition Using Language-Specific Phoneme Recognition as Auxiliary Task for Indian Languages. INTERSPEECH (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification. CoRR (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Weakly Supervised Training of Hierarchical Attention Networks for Speaker Identification. INTERSPEECH (2020)
Qiang Huang, Thomas Hain
Exploration of Audio Quality Assessment and Anomaly Localisation Using Attention Models. INTERSPEECH (2020)
Qiang Huang, Thomas Hain
Exploration of Audio Quality Assessment and Anomaly Localisation Using Attention Models. CoRR (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Robust Speaker Recognition Using Speech Enhancement And Attention Model. Odyssey (2020)
Lukas Stappen, Georgios Rizos, Madina Hasan, Thomas Hain, Björn W. Schuller
Uncertainty-Aware Machine Support for Paper Reviewing on the Interspeech 2019 Submission Corpus. INTERSPEECH (2020)
Cong-Thanh Do, Shucong Zhang, Thomas Hain
Selective Adaptation of End-to-End Speech Recognition using Hybrid CTC/Attention Architecture for Noise Robustness. EUSIPCO (2020)
Mingjie Chen, Thomas Hain
Unsupervised Acoustic Unit Representation Learning for Voice Conversion Using WaveNet Auto-Encoders. INTERSPEECH (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Speaker Re-Identification with Speaker Dependent Speech Enhancement. INTERSPEECH (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
Speaker Re-identification with Speaker Dependent Speech Enhancement. CoRR (2020)
Yanpei Shi, Qiang Huang, Thomas Hain
H-Vectors: Utterance-Level Speaker Embedding Using a Hierarchical Attention Model. ICASSP (2020)
Yanpei Shi, Thomas Hain
Supervised Speaker Embedding De-Mixing in Two-Speaker Environment. CoRR (2020)
Md. Asif Jalal, Rosanna Milner, Thomas Hain
Empirical Interpretation of Speech Emotion Perception with Attention Based Model for Speech Emotion Recognition. INTERSPEECH (2020)
Mingjie Chen, Yanpei Shi, Thomas Hain
Towards Low-Resource StarGAN Voice Conversion using Weight Adaptive Instance Normalization. CoRR (2020)
Yanpei Shi, Mingjie Chen, Qiang Huang, Thomas Hain
T-vectors: Weakly Supervised Speaker Identification Using Hierarchical Transformer Model. CoRR (2020)
Mingjie Chen, Thomas Hain
Unsupervised Acoustic Unit Representation Learning for Voice Conversion using WaveNet Auto-encoders. CoRR (2020)
Md Asif Jalal, Erfan Loweimi, Roger K. Moore, Thomas Hain
Learning Temporal Clusters Using Capsule Routing for Speech Emotion Recognition. INTERSPEECH (2019)
Qiang Huang, Thomas Hain
Detecting Mismatch Between Speech and Transcription Using Cross-Modal Attention. INTERSPEECH (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Thomas Hain