:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Rong, Xiaobin, Wang, Zheng, Wang, Yushi, Gao, Jun, Lu, Jing
Format:	Preprint
Published:	2026
Subjects:	Audio and Speech Processing
Online Access:	https://arxiv.org/abs/2604.14606
Tags:	Add Tag No Tags, Be the first to tag this record!

PASE: Leveraging the Phonological Prior of WavLM for Low-Hallucination Generative Speech Enhancement
by: Rong, Xiaobin, et al.
Published: (2025)

GAP-URGENet: A Generative-Predictive Fusion Framework for Universal Speech Enhancement
by: Rong, Xiaobin, et al.
Published: (2026)

TS-URGENet: A Three-stage Universal Robust and Generalizable Speech Enhancement Network
by: Rong, Xiaobin, et al.
Published: (2025)

A Lightweight Hybrid Dual Channel Speech Enhancement System under Low-SNR Conditions
by: Wang, Zheng, et al.
Published: (2025)

Reducing Linguistic Hallucination in LM-Based Speech Enhancement via Noise-Invariant Acoustic-Semantic Distillation
by: Wang, Zheng, et al.
Published: (2026)

Adaptive Convolution for CNN-based Speech Enhancement Models
by: Wang, Dahan, et al.
Published: (2025)

SenSE: Semantic-Aware High-Fidelity Universal Speech Enhancement
by: Li, Xingchen, et al.
Published: (2025)

UL-UNAS: Ultra-Lightweight U-Nets for Real-Time Speech Enhancement via Network Architecture Search
by: Rong, Xiaobin, et al.
Published: (2025)

Rethinking Flow and Diffusion Bridge Models for Speech Enhancement
by: Wang, Dahan, et al.
Published: (2026)

Universal Speech Enhancement with Regression and Generative Mamba
by: Chao, Rong, et al.
Published: (2025)

SNR-Progressive Model with Harmonic Compensation for Low-SNR Speech Enhancement
by: Hou, Zhongshu, et al.
Published: (2024)

DiTSE: High-Fidelity Generative Speech Enhancement via Latent Diffusion Transformers
by: Guimarães, Heitor R., et al.
Published: (2025)

Low-latency Speech Enhancement via Speech Token Generation
by: Xue, Huaying, et al.
Published: (2023)

A Hybrid Discriminative and Generative System for Universal Speech Enhancement
by: Liu, Yinghao, et al.
Published: (2026)

UniFlow: Unifying Speech Front-End Tasks via Continuous Generative Modeling
by: Wang, Ziqian, et al.
Published: (2025)

Hallucination in Perceptual Metric-Driven Speech Enhancement Networks
by: Close, George, et al.
Published: (2024)

Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network
by: Chen, Yanan, et al.
Published: (2024)

MSR-Codec: A Low-Bitrate Multi-Stream Residual Codec for High-Fidelity Speech Generation with Information Disentanglement
by: Li, Jingyu, et al.
Published: (2025)

A Composite Predictive-Generative Approach to Monaural Universal Speech Enhancement
by: Zhang, Jie, et al.
Published: (2025)

MeanSE: Efficient Generative Speech Enhancement with Mean Flows
by: Wang, Jiahe, et al.
Published: (2025)

High-Fidelity Speech Enhancement via Discrete Audio Tokens
by: Lanzendörfer, Luca A., et al.
Published: (2025)

FNSE-SBGAN: Far-field Speech Enhancement with Schrodinger Bridge and Generative Adversarial Networks
by: Lei, Tong, et al.
Published: (2025)

Universal Score-based Speech Enhancement with High Content Preservation
by: Scheibler, Robin, et al.
Published: (2024)

SELM: Speech Enhancement Using Discrete Tokens and Language Models
by: Wang, Ziqian, et al.
Published: (2023)

Speech Emotion Recognition Using Fine-Tuned DWFormer:A Study on Track 1 of the IERPChallenge 2024
by: Wang, Honghong, et al.
Published: (2025)

STSR: High-Fidelity Speech Super-Resolution via Spectral-Transient Context Modeling
by: Yuan, Jiajun, et al.
Published: (2025)

Schrödinger Bridge for Generative Speech Enhancement
by: Jukić, Ante, et al.
Published: (2024)

MobileSpeech: A Fast and High-Fidelity Framework for Mobile Zero-Shot Text-to-Speech
by: Ji, Shengpeng, et al.
Published: (2024)

FlowSE: Efficient and High-Quality Speech Enhancement via Flow Matching
by: Wang, Ziqian, et al.
Published: (2025)

Generalizability of Predictive and Generative Speech Enhancement Models to Pathological Speakers
by: Hou, Mingchi, et al.
Published: (2025)

Selective State Space Model for Monaural Speech Enhancement
by: Chen, Moran, et al.
Published: (2024)

Toward Universal Speech Enhancement for Diverse Input Conditions
by: Zhang, Wangyou, et al.
Published: (2023)

UniTalker: Conversational Speech-Visual Synthesis
by: Hu, Yifan, et al.
Published: (2025)

From Hallucination to Articulation: Language Model-Driven Losses for Ultra Low-Bitrate Neural Speech Coding
by: Yi, Jayeon, et al.
Published: (2026)

VoCodec: An Efficient Lightweight Low-Bitrate Speech Codec
by: Yang, Leyan, et al.
Published: (2026)

A Variance-Preserving Interpolation Approach for Diffusion Models with Applications to Single Channel Speech Enhancement and Recognition
by: Guo, Zilu, et al.
Published: (2024)

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

Seed-TTS: A Family of High-Quality Versatile Speech Generation Models
by: Anastassiou, Philip, et al.
Published: (2024)

Complex Recurrent Variational Autoencoder with Application to Speech Enhancement
by: Xie, Yuying, et al.
Published: (2022)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// 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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"084798474ed644a6448053110263fc57"
ui	"standard"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784445498.6635 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "084798474ed644a6448053110263fc57" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=084798474ed644a6448053110263fc57; ui=standard; language=en"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"6460"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2604_14606/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2604_14606/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784445498.6545
REQUEST_TIME	1784445498

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"084798474ed644a6448053110263fc57"
ui	"standard"
language	"en"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784445498.6635 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "084798474ed644a6448053110263fc57" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=084798474ed644a6448053110263fc57; ui=standard; language=en"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"6460"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2604_14606/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2604_14606/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784445498.6545
REQUEST_TIME	1784445498

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: