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Main Authors:	Hong, Yeona, Chung, Woo-Jin, Kang, Hong-Goo
Format:	Preprint
Published:	2024
Subjects:	Audio and Speech Processing Artificial Intelligence Computational Complexity
Online Access:	https://arxiv.org/abs/2407.08991
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LAMA-UT: Language Agnostic Multilingual ASR through Orthography Unification and Language-Specific Transliteration
by: Lee, Sangmin, et al.
Published: (2024)

Improving speaker verification robustness with synthetic emotional utterances
by: Koditala, Nikhil Kumar, et al.
Published: (2024)

Speaker-Independent Acoustic-to-Articulatory Inversion through Multi-Channel Attention Discriminator
by: Chung, Woo-Jin, et al.
Published: (2024)

MF-PAM: Accurate Pitch Estimation through Periodicity Analysis and Multi-level Feature Fusion
by: Chung, Woo-Jin, et al.
Published: (2023)

Curriculum learning for self-supervised speaker verification
by: Heo, Hee-Soo, et al.
Published: (2022)

Triage knowledge distillation for speaker verification
by: Kim, Ju-ho, et al.
Published: (2026)

UniverSR: Unified and Versatile Audio Super-Resolution via Vocoder-Free Flow Matching
by: Choi, Woongjib, et al.
Published: (2025)

Neural Spectral Band Generation for Audio Coding
by: Choi, Woongjib, et al.
Published: (2025)

A framework of text-dependent speaker verification for chinese numerical string corpus
by: Zheng, Litong, et al.
Published: (2024)

UniCoM: A Universal Code-Switching Speech Generator
by: Lee, Sangmin, et al.
Published: (2025)

Text adaptation for speaker verification with speaker-text factorized embeddings
by: Yang, Yexin, et al.
Published: (2025)

Tandem spoofing-robust automatic speaker verification based on time-domain embeddings
by: Weizman, Avishai, et al.
Published: (2024)

MR-RawNet: Speaker verification system with multiple temporal resolutions for variable duration utterances using raw waveforms
by: Kim, Seung-bin, et al.
Published: (2024)

VoxHakka: A Dialectally Diverse Multi-speaker Text-to-Speech System for Taiwanese Hakka
by: Chen, Li-Wei, et al.
Published: (2024)

Frequency-Weighted Training Losses for Phoneme-Level DNN-based Speech Enhancement
by: Monir, Nasser-Eddine, et al.
Published: (2025)

End-to-end multi-channel speaker extraction and binaural speech synthesis
by: Chi, Cheng, et al.
Published: (2024)

ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models
by: Jung, Jee-weon, et al.
Published: (2024)

Speak in the Scene: Diffusion-based Acoustic Scene Transfer toward Immersive Speech Generation
by: Kim, Miseul, et al.
Published: (2024)

Optimizing Automatic Speech Assessment: W-RankSim Regularization and Hybrid Feature Fusion Strategies
by: Wu, Chung-Wen, et al.
Published: (2024)

On the influence of language similarity in non-target speaker verification trials
by: Reuter, Paul M., et al.
Published: (2025)

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
by: Majumder, Navonil, et al.
Published: (2024)

SpatialEmb: Extract and Encode Spatial Information for 1-Stage Multi-channel Multi-speaker ASR on Arbitrary Microphone Arrays
by: Shao, Yiwen, et al.
Published: (2026)

Beyond Hard Sharing: Efficient Multi-Task Speech-to-Text Modeling with Supervised Mixture of Experts
by: Jin, Hojun, et al.
Published: (2025)

Enhanced Deep Speech Separation in Clustered Ad Hoc Distributed Microphone Environments
by: Kim, Jihyun, et al.
Published: (2024)

Gradient weighting for speaker verification in extremely low Signal-to-Noise Ratio
by: Ma, Yi, et al.
Published: (2024)

Improving fairness in speaker verification via Group-adapted Fusion Network
by: Shen, Hua, et al.
Published: (2022)

Enhancing Audiovisual Speech Recognition through Bifocal Preference Optimization
by: Wu, Yihan, et al.
Published: (2024)

PS-TTS: Phonetic Synchronization in Text-to-Speech for Achieving Natural Automated Dubbing
by: Hong, Changi, et al.
Published: (2026)

CoVoSwitch: Machine Translation of Synthetic Code-Switched Text Based on Intonation Units
by: Kang, Yeeun
Published: (2024)

Clustering-based hard negative sampling for supervised contrastive speaker verification
by: Masztalski, Piotr, et al.
Published: (2025)

Optimizing Speech Multi-View Feature Fusion through Conditional Computation
by: Shan, Weiqiao, et al.
Published: (2025)

A model of early word acquisition based on realistic-scale audiovisual naming events
by: Khorrami, Khazar, et al.
Published: (2024)

EnCLAP++: Analyzing the EnCLAP Framework for Optimizing Automated Audio Captioning Performance
by: Kim, Jaeyeon, et al.
Published: (2024)

Zero-Shot Text-to-Speech as Golden Speech Generator: A Systematic Framework and its Applicability in Automatic Pronunciation Assessment
by: Lo, Tien-Hong, et al.
Published: (2024)

In-depth analysis of music structure as a text network
by: Tsai, Ping-Rui, et al.
Published: (2023)

SEED: Speaker Embedding Enhancement Diffusion Model
by: Nam, KiHyun, et al.
Published: (2025)

Relational Proxy Loss for Audio-Text based Keyword Spotting
by: Jung, Youngmoon, et al.
Published: (2024)

kNN Retrieval for Simple and Effective Zero-Shot Multi-speaker Text-to-Speech
by: Hajal, Karl El, et al.
Published: (2024)

Scaling Auditory Cognition via Test-Time Compute in Audio Language Models
by: Dang, Ting, et al.
Published: (2025)

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// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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