Key papers

• Detection Of Glottal Closure Instants From Speech Signals: A Quantitative Review (2019)
  Thomas Drugman, Mark Thomas, Jon Gudnason, et al.
  16.88
• Developing Far-field Speaker System Via Teacher-student Learning (2018)
  Jinyu Li, Rui Zhao, Zhuo Chen, et al.
  10.85
• Phonetic-and-semantic Embedding Of Spoken Words With Applications In Spoken Content Retrieval (2018)
  Yi-Chen Chen, Sung-Feng Huang, Chia-Hao Shen, et al.
  9.76
• Designing An Effective Metric Learning Pipeline For Speaker Diarization (2018)
  Vivek Sivaraman Narayanaswamy, Jayaraman J. Thiagarajan, Huan Song, et al.
  8.60
• Fast Variational Bayes For Heavy-tailed PLDA Applied To I-vectors And X-vectors (2018)
  Anna Silnova, Niko Brummer, Daniel Garcia-Romero, et al.
  8.35
• The MSP-Podcast Corpus (2025)
  Carlos Busso et al.
  8.23
• Dicow: Diarization-conditioned Whisper For Target Speaker Automatic Speech Recognition (2024)
  Alexander Polok, Dominik Klement, Martin Kocour, et al.
  8.09
• S2S-Arena: Evaluating Paralinguistic Instruction Following in Speech-to-Speech Models (2025)
  Feng Jiang et al.
  7.77
• DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers (2025)
  Heitor R. Guimar\~aes et al.
  7.55
• Generalizing Speaker Verification For Spoof Awareness In The Embedding Space (2024)
  Xuechen Liu, Md Sahidullah, Kong Aik Lee, et al.
  7.16
• Probabilistic Spherical Discriminant Analysis: An Alternative To PLDA For Length-normalized Embeddings (2022)
  Niko Brümmer, Albert Swart, Ladislav Mošner, et al.
  6.77
• A Comparison Of Metric Learning Loss Functions For End-to-end Speaker Verification (2020)
  Juan M. Coria, Hervé Bredin, Sahar Ghannay, et al.
  6.77
• Incorporating Pass-phrase Dependent Background Models For Text-dependent Speaker Verification (2016)
  A. K. Sarkar, Zheng-Hua Tan
  6.77
• A Discriminative Condition-aware Backend For Speaker Verification (2019)
  Luciana Ferrer, Mitchell McLaren
  6.34
• Multilingual Source Tracing of Speech Deepfakes: A First Benchmark (2025)
  Xi Xuan et al.
  6.18
• Multitask Learning with Capsule Networks for Speech-to-Intent Applications (2020)
  Jakob Poncelet et al.
  6.08
• AnCoGen: Analysis, Control and Generation of Speech with a Masked Autoencoder (2025)
  Samir Sadok et al.
  6.06
• LauraTSE: Target Speaker Extraction using Auto-Regressive Decoder-Only Language Models (2025)
  Beilong Tang et al.
  5.96
• Mntts2: An Open-source Multi-speaker Mongolian Text-to-speech Synthesis Dataset (2022)
  Kailin Liang, Bin Liu, Yifan Hu, et al.
  5.81
• Universal Speech Token Learning via Low-Bitrate Neural Codec and Pretrained Representations (2025)
  Xue Jiang et al.
  5.59
• Generalizable Audio Deepfake Detection via Latent Space Refinement and Augmentation (2025)
  Wen Huang et al.
  5.48
• SpecWav-Attack: Leveraging Spectrogram Resizing and Wav2Vec 2.0 for Attacking Anonymized Speech (2025)
  Yuqi Li et al.
  4.93
• DiVISe: Direct Visual-Input Speech Synthesis Preserving Speaker Characteristics And Intelligibility (2025)
  Yifan Liu et al.
  4.82
• Discrete Speech Unit Extraction via Independent Component Analysis (2025)
  Tomohiko Nakamura et al.
  4.71
• Improving Cross-Lingual Phonetic Representation of Low-Resource Languages Through Language Similarity Analysis (2025)
  Minu Kim et al.
  4.71
• VBx for End-to-End Neural and Clustering-based Diarization (2025)
  Petr P\'alka et al.
  4.69
• A long-form single-speaker real-time MRI speech dataset and benchmark (2025)
  Sean Foley et al.
  4.64
• Spatio-spectral diarization of meetings by combining TDOA-based segmentation and speaker embedding-based clustering (2025)
  Tobias Cord-Landwehr et al.
  4.47
• Positive-Incentive Noise Predictor for Adversarial Purification in Speaker Verification (2026)
  Yibo Bai et al.
  4.39
• Disentangling Speaker and Language Effects in Cross-Lingual Speaker Verification for Iberian Languages (2026)
  Pol Buitrago et al.
  4.39
• H-SAGE: Holistic Speaker-Aware Guided Experts for MoE-based Multi-Talker ASR (2026)
  Yujie Guo et al.
  4.39
• Geometric Second-Order Feature Correlation Learning for Self-Supervised Speech Emotion Recognition (2026)
  Shuanglin Li et al.
  4.33
• Efficiency-Performance Trade-offs in Neural Speaker Diarization via Structured Pruning and Low-Bit Quantization (2026)
  Rishit Chatterjee et al.
  4.33
• MaskedFOP: Polyglot Speaker Identification under Missing Visual Modality via Cascaded Graph Label Propagation (2026)
  Ayoub Elkhouzari et al.
  4.33
• Continuous-Speech Parkinson's Disease Detection Using Acoustic and Inharmonicity Features (2026)
  Rujia Li et al.
  4.33
• Reference-Driven Multi-Speaker Audio Scene Generation from In-the-Wild Priors (2026)
  Michael Finkelson et al.
  4.33
• EmotionAI: A Privacy-Preserving Computational Intelligence Pipeline for Speech-Emotion-Grounded Conversational Analysis (2026)
  Wai Laam Mak et al.
  4.33
• Real-Time Voice AI Hears but Does Not Listen (2026)
  Martijn Bartelds et al.
  4.33
• Generative AI and Copyright Infringement: A Legal-Technical Analysis of AI Music Generation Systems Under 17 U.S.C. Title 17 (2026)
  Zuhaib Hussain Butt
  4.33
• Neural Speaker Diarization via Multilingual Training: Evaluation on Low-Resource Nepali-Hindi Speech (2026)
  Samip Neupane et al.
  4.33
• Advancing Speaker-Based Vocal Effort Classification with WavLM and Data Augmentation in Naturalistic Non-Calibrated Speech Recordings (2026)
  Zahra Omidi et al.
  4.33
• Variational Autoencoder for Personalized Pathological Speech Enhancement (2025)
  Mingchi Hou and Ina Kodrasi
  4.30
• Linearly Constrained Deep Beamformer for Multi-Speaker Scenarios (2026)
  Ilai Zaidel et al.
  4.27
• Hardware-Aware Federated Learning for Speech Emotion Recognition (2026)
  Beyazit Bestami Yuksel et al.
  4.27
• Enhancing Speech Large Language Models with Prompt-Aware Mixture of Audio Encoders (2025)
  Weiqiao Shan et al.
  4.25
• Unispeaker: A Unified Approach for Multimodality-driven Speaker Generation (2025)
  Zhengyan Sheng and Zhihao Du and Heng Lu and Shiliang Zhang and Zhen-Hua Ling
  4.19
• Analyzing and Improving Speaker Similarity Assessment for Speech Synthesis (2025)
  Marc-Andr\'e Carbonneau et al.
  3.86
• Self-Steering Deep Non-Linear Spatially Selective Filters for Efficient Extraction of Moving Speakers under Weak Guidance (2025)
  Jakob Kienegger et al.
  3.86
• RawTFNet: A Lightweight CNN Architecture for Speech Anti-spoofing (2025)
  Yang Xiao et al.
  3.86
• LID Models are Actually Accent Classifiers: Implications and Solutions for LID on Accented Speech (2025)
  Niyati Bafna and Matthew Wiesner
  3.81
• Bringing Interpretability to Neural Audio Codecs (2025)
  Samir Sadok and Julien Hauret and \'Eric Bavu
  3.81
• Investigating self-supervised features for expressive, multilingual voice conversion (2025)
  \'Alvaro Mart\'in-Cortinas et al.
  3.75
• FlowTSE: Target Speaker Extraction with Flow Matching (2025)
  Aviv Navon et al.
  3.75
• Modeling L1 Influence on L2 Pronunciation: An MFCC-Based Framework for Explainable Machine Learning and Pedagogical Feedback (2025)
  Peyman Jahanbin
  3.70
• BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting (2025)
  Mohammad Jahid Ibna Basher et al.
  3.59
• CycleFlow: Leveraging Cycle Consistency in Flow Matching for Speaker Style Adaptation (2025)
  Ziqi Liang et al.
  3.53
• EmoFormer: A Text-Independent Speech Emotion Recognition using a Hybrid Transformer-CNN model (2025)
  Rashedul Hasan et al.
  3.53
• SPARCLE: SPeaker-aware Aligned Representations via Contrastive Language Embeddings (2026)
  Priyam Mazumdar et al.
  3.51
• MoDiCoL: A Modular Diagnostic Continual Learning Dataset for Robust Speech Recognition (2026)
  Theresa Pekarek Rosin et al.
  3.45
• What Does a Pathological Speech Assessment Model Know about Acoustic Features? A Case Study on Oral and Oropharyngeal Cancer Patients (2026)
  Tuan Nguyen (LIA et al.
  3.45