Interspeech 2025

1,179 papers

Investigating effects of sex hormones, cycle phases and age on female fundamental frequency

Melanie Weirich, Adrian Simpson

Yi Lin, Shumeng Ni, Yangfan Lu

Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR

Xugang Lu, Peng Shen, Yu Tsao, Hisashi Kawai

Improving End-to-end Mixed-case ASR with Knowledge Distillation and Integration of Voice Activity Cues

Sashi Novitasari, Takashi Fukuda, Gakuto Kurata

Improving Cross-Attention based on Positional Alignment during Inference for Robust Long-form Speech Recognition

Changhan Oh, Kiyoung Park, Jeomja Kang, Woo Yong Choi, Hwa Jeon Song

Accurate, fast, cheap: Choose three. Replacing Multi-Head-Attention with Bidirectional Recurrent Attention for Long-Form ASR

Martin Ratajczak, Jean-Philippe Robichaud, Jennifer Drexler Fox

Spot and Merge: A Hybrid Context Biasing Approach for Rare Word and Out of Vocabulary Recognition

Jatin Agrawal, Bramhendra Koilakuntla, Srikanth Konjeti

Cross-lingual Data Selection Using Clip-level Acoustic Similarity for Enhancing Low-resource Automatic Speech Recognition

Shunsuke Mitsumori, Sara Kashiwagi, Keitaro Tanaka, Shigeo Morishima

CBA-Whisper: Curriculum Learning-Based AdaLoRA Fine-Tuning on Whisper for Low-Resource Dysarthric Speech Recognition

Tianyi Tan, Xinan Chen, Xiaohuai Le, Wenzhi Fan, Xianjun Xia

Fine-tuning Parakeet-TDT for Dysarthric Speech Recognition in the Speech Accessibility Project Challenge

Kaito Takahashi, Keigo Hojo, Toshimitsu Sakai, Yukoh Wakabayashi, Norihide Kitaoka

A Self-Training Approach for Whisper to Enhance Long Dysarthric Speech Recognition

Shiyao Wang, Jiaming Zhou, Shiwan Zhao, Yong Qin

Personalized Fine-Tuning with Controllable Synthetic Speech from LLM-Generated Transcripts for Dysarthric Speech Recognition

Dominik Wagner, Ilja Baumann, Natalie Engert, Seanie Lee, Elmar Nöth

Pathology-Aware Speech Encoding and Data Augmentation for Dysarthric Speech Recognition

Ilja Baumann, Dominik Wagner, Korbinian Riedhammer, Tobias Bocklet

Exploring Generative Error Correction for Dysarthric Speech Recognition

Moreno La Quatra, Alkis Koudounas, Valerio Mario Salerno, Sabato Marco Siniscalchi

Robust fine-tuning of speech recognition models via model merging: application to disordered speech

Alexandre Ducorroy, Rachid Riad

Towards Inclusive and Fair ASR: Insights from the SAPC Challenge for Optimizing Disordered Speech Recognition

Nada Gohider, Otman Basir

The Interspeech 2025 Speech Accessibility Project Challenge

Xiuwen Zheng, Bornali Phukon, Jonghwan Na, Ed Cutrell, Kyu J. Han

CAPR: Confidence-Aware Prompt Refinement in Large Language Models

Jen-Tzung Chien, Po-Chun Huang

OpusLM: A Family of Open Unified Speech Language Models

Jinchuan Tian, William Chen, Yifan Peng, Jiatong Shi, Siddhant Arora

Improving Linguistic Diversity of Large Language Models with Possibility Exploration Fine-Tuning

Long Mai, Julie Carson-berndsen

Cryfish: On deep audio analysis with Large Language Models

Anton Mitrofanov, Sergey Novoselov, Tatiana Prisyach, Vladislav Marchevskiy, Arseniy Karelin

LiSTEN: Learning Soft Token Embeddings for Neural Audio LLMs

Pooneh Mousavi, Shubham Gupta, Cem Subakan, Mirco Ravanelli

Speechless: Speech Instruction Training Without Speech for Low Resource Languages

Alan Dao, Dinh Bach Vu, Huy Hoang Ha, Tuan Le Duc Anh, Shreyas Gopal

Analyzing Mitigation Strategies for Catastrophic Forgetting in End-to-End Training of Spoken Language Models

Chi-Yuan Hsiao, Ke-Han Lu, Kai-Wei Chang, Chih-Kai Yang, Wei-Chih Chen

Legally validated evaluation framework for voice anonymization

Nathalie Vauquier, Brij Mohan Lal Srivastava, Seyed Ahmad Hosseini, Emmanuel Vincent

Private kNN-VC: Interpretable Anonymization of Converted Speech

Carlos Franzreb, Arnab Das, Tim Polzehl, Sebastian Möller

EASY: Emotion-aware Speaker Anonymization via Factorized Distillation

Jixun Yao, Hexin Liu, Eng Siong Chng, Lei Xie

Unlearning LLM-Based Speech Recognition Models

Zhe Liu

Speech Unlearning

Jiali Cheng, Hadi Amiri

Automatic Speech Recognition Biases in Newcastle English: an Error Analysis

Dana Serditova, Kevin Tang, Jochen Steffens

Context is all you need? Low-resource conversational ASR profits from context, coming from the same or from the other speaker

Julian Linke, Jana Winkler, Barbara Schuppler

R2S: Real-to-Synthetic Representation Learning for Training Speech Recognition Models on Synthetic Data

Minh Tran, Debjyoti Paul, Yutong Pang, Laxmi Pandey, Jinxi Guo

Scaling Laws for Synthetic Speech for Model Training

Christoph Minixhofer, Ondrej Klejch, Peter Bell

Unified Semi-Supervised Pipeline for Automatic Speech Recognition

Nune Tadevosyan, Nikolay Karpov, Andrei Andrusenko, Vitaly Lavrukhin, Ante Jukić

Character Error Rate Estimation for Semi-Supervised Training of Speech Recognition for Arabic Dialects

Chanho Park, Oscar Saz

Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation

Zhennan Lin, Kaixun Huang, Wei Ren, Linju Yang, Lei Xie

Effect of Loudspeaker Emitted Speech on ASR performance

Vikram C M, Sanjoy Pal, Nidhi Mantri, Gopal Kumar Agrawal

SMARTMOS: Modeling Subjective Audio Quality Evaluation for Real-Time Applications

Sivakumar Balasubramanian, Jose Antonio Jimenez Amador, Kaustubh Kalgaonkar, King Wei Hor, Sriram Srinivasan

Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods

Laura Lechler, Chamran Moradi, Ivana Balic

RELATE: Subjective evaluation dataset for automatic evaluation of relevance between text and audio

Yusuke Kanamori, Yuki Okamoto, Taisei Takano, Shinnosuke Takamichi, Yuki Saito

DiffStereo: End-to-End Mono-to-Stereo Audio Generation with Diffusion Transformer

Suqi Zhang, Zheqi Dai, Yongyi Zang, Yin Cao, Qiuqiang Kong

Bridging Audio and Vision: Zero-Shot Audiovisual Segmentation by Connecting Pretrained Models

Seung-jae Lee, Paul Hongsuck Seo

Optimizing CLAP Reward with LLM Feedback for Semantically Aligned and Diverse Automated Audio Captioning

Seyun Ahn, Pil Moo Byun, Won-Gook Choi, Joon-Hyuk Chang

Temp4Cap: Temporally-aligned Automated Audio Captioning

Ho-Young Choi, Jae-Heung Cho, Pil Moo Byun, Won-Gook Choi, Joon-Hyuk Chang

CLAP-ART: Automated Audio Captioning with Semantic-rich Audio Representation Tokenizer

Daiki Takeuchi, Binh Thien Nguyen, Masahiro Yasuda, Yasunori Ohishi, Daisuke Niizumi

Discrete Audio Representations for Automated Audio Captioning

Jingguang Tian, Haoqin Sun, Xinhui Hu, Xinkang Xu

Sub-band based Adaptive IIR Algorithm with Biquad Filter Stability Constraints for Feedforward Hear-Through Equalization

Rishabh Gupta, MLNS Karthik, Chelamkuri Omsrinath

Low Complex IIR Adaptive Hear-Through Ambient Filtering for Overcoming Practical Constraints in Earbuds

Rishabh Gupta, MLNS Karthik, Yughendaran P

WhisperMSS: A Two-Stage Framework for Mandarin Singing Transcription and Segmentation Using Pretrained Models

Ruoxuan Liang, Xiangjian Zeng, Zhen Liu, Qingqiang Wu, Ruichen Zhang

Position also matters! Separating Same Instruments in String Quartet using Timbral and Positional Cues

Yuetonghui Xu, Yiwen Wang, Xihong Wu, Xiaobing Li, Feng Yu

A Joint Network for Singing Melody Extraction from Polyphonic Music with Attention Aggregation and Self-Consistency Training

Jiabo Jing, Ying Hu, Hao Huang, Liang He, Zhijian Ou

Focal Modulation Network: A Novel Solution for Polyphonic Music Instrument Recognition without Attention and Aggregation Strategy

Lekshmi C R, Rajeev Rajan

Investigating the Reasonable Effectiveness of Speaker Pre-Trained Models and their Synergistic Power for SingMOS Prediction

Orchid Chetia Phukan, Girish, Mohd Mujtaba Akhtar, Swarup Ranjan Behera, Pailla Balakrishna Reddy

Tonality-Based Accompaniment-Guided Automatic Singing Evaluation

Pei-Chin Hsieh, Yih-Liang Shen, Ngoc-Son Tran, Tai-Shih Chi

Enhancing Lyrics Transcription on Music Mixtures with Consistency Loss

Jiawen Huang, Felipe Sousa, Emir Demirel, Emmanouil Benetos, Igor Gadelha

Evaluating Automatic Speech Recognition Pipelines for Mandarin-English Bilingual Child Language Assessment in Telehealth

Hongchen Wu, Yao DU, Zirong Li, Yixin Gu, Disha Thotappala Jayaprakash

Fact-Controlled Diagnosis of Hallucinations in Medical Text Summarization

Suhas Bn, Han-Chin Shing, Lei Xu, Mitch Strong, Jon Burnsky

Multimodal Biomarkers for Schizophrenia: Towards Individual Symptom Severity Estimation

Gowtham Premananth, Philip Resnik, Sonia Bansal, Deanna L. Kelly, Carol Espy-Wilson

Accessible Real-time Eye-gaze Tracking for Neurocognitive Health Assessment: A Multimodal Web-based Approach

Daniel Tisdale, Jackson Liscombe, David Paulter, Michael Neumann, Vikram Ramanarayanan

A Cascaded Multimodal Framework for Automatic Social Communication Severity Assessment in Children with Autism Spectrum Disorder

Jihyun Mun, Sunhee Kim, Minhwa Chung

Can Multimodal Foundation Models Help Analyze Child-Inclusive Autism Diagnostic Videos?

Aditya Kommineni, Digbalay Bose, Tiantian Feng, So Hyun Kim, Helen Tager-Flusberg

Dialogue Response Prefetching Based on Semantic Similarity and Prediction Confidence of Language Model

Kiyotada Mori, Seiya Kawano, Angel Garcia Contreras, Koichiro Yoshino

Improving User Impression of Spoken Dialogue Systems by Controlling Para-linguistic Expression Based on Intimacy

Shoki Kawanishi, Akinori Ito, Yuya Chiba, Takashi Nose

TinyClick: Single-Turn Agent for Empowering GUI Automation

Pawel Pawlowski, Krystian Zawistowski, Wojciech Lapacz, Adam Wiacek, Marcin Skorupa

Multimodal Dynamics of Hand Gestures and Pauses in Multiparty Interactions

Delphine Charuau, Naomi Harte

Impact of Background Noise on Turn-Taking Dynamics in Triadic Conversations

Valeska Slomianka, Tobias May, Torsten Dau

Continuous prediction of backchannel timing for human-robot interaction

Michael Paierl, Martin Hagmüller, Barbara Schuppler

Triadic Multi-party Voice Activity Projection for Turn-taking in Spoken Dialogue Systems

Mikey Elmers, Koji Inoue, Divesh Lala, Tatsuya Kawahara

Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion

Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov

Modality-Agnostic Multimodal Emotion Recognition using a Contrastive Masked Autoencoder

Georgios Chochlakis, Turab Iqbal, Woo Hyun Kang, Zhaocheng Huang

EmotionRankCLAP: Bridging Natural Language Speaking Styles and Ordinal Speech Emotion via Rank-N-Contrast

Shreeram Suresh Chandra, Lucas Goncalves, Junchen Lu, Carlos Busso, Berrak Sisman

RA-CLAP: Relation-Augmented Emotional Speaking Style Contrastive Language-Audio Pretraining For Speech Retrieval

Haoqin Sun, Jingguang Tian, Jiaming Zhou, Hui Wang, Jiabei He

Steering Deep Non-Linear Spatially Selective Filters for Weakly Guided Extraction of Moving Speakers in Dynamic Scenarios

Jakob Kienegger, Timo Gerkmann

Online AV-CrossNet: a Causal and Efficient Audiovisual System for Speech Enhancement and Target Speaker Extraction

Cheng Yu, Vahid Ahmadi Kalkhorani, Buye Xu, Deliang Wang

ClearerVoice-Studio: Bridging Advanced Speech Processing Research and Practical Deployment

Shengkui Zhao, Zexu Pan, Bin Ma

Location-Aware Target Speaker Extraction for Hearing Aids

Daniel-José Alcala Padilla, Nils L. Westhausen, Swati Vivekananthan, Bernd T. Meyer

MTSE: Multi-Target Speaker Extraction for Conversation Scenarios

Thomas Serre, Mathieu Fontaine, Eric Benhaim, Slim Essid

FlowTSE: Target Speaker Extraction with Flow Matching

Aviv Navon, Aviv Shamsian, Yael Segal-Feldman, Neta Glazer, Gil Hetz

Investigating Glottal Stop Coda Loss During Sound Change of Checked Syllables Based on Speech-EGG Voice Offset Alignment

Bingliang Zhao, Xiyu Wu

Modeling Vowel System Typology Using Iterated Confusion Minimization

John McGahay

Agent-based modelling, sound change, and metaphony in Southern Italian varieties of Italo-Romance.

Lilian von Bressensdorf, Pia Greca, Jonathan Harrington

Tracking /r/ Deletion: Forced Alignment of Pronunciation Variants and Sociophonetic Insights into Post-Obstruent Final /r/ in French

Anisia Popescu, Lori Lamel, Marc Evrard, Ioana Vasilescu

Data-driven approaches to pitch modelling in two Mexican Spanish ethnolects: K-means Clustering & GAMMs

Gilly Marchini, Jeremy Steffman

Probing Prosodic Differences Between Two Regional Varieties of Brazilian Portuguese

Gustavo Silveira, Aviad Albert, Martine Grice

MiSTR: Multi-Modal iEEG-to-Speech Synthesis with Transformer-Based Prosody Prediction and Neural Phase Reconstruction

Mohammed Al-Radhi, Géza Németh, Branislav Gerazov

Selective Auditory Attention Decoding in Naturalistic Conversations Using EEG-Based Speech Envelope Tracking in Multi-Speaker Environments

Gabriel Ivucic, Saurav Pahuja, Dashanka Da Silva, Tanja Schultz

Neuro2Semantic: A Transfer Learning Framework for Semantic Reconstruction of Continuous Language from Human Intracranial EEG

Siavash Shams, Richard Antonello, Gavin Mischler, Stephan Bickel, Ashesh Mehta

Functional Connectivity and Hilbert-Based Features for Covert Speech EEG Variability Analysis and Classification

Saravanakumar Duraisamy, Maurice Rekrut, Luis A. Leiva

Enhancing Syllabic Recognition via Speech-EEG Phase Analysis and Non-Activity State Modeling

Rini Sharon, Hema A. Murthy

Brain-tuned Speech Models Better Reflect Speech Processing Stages in the Brain

Omer Moussa, Mariya Toneva

Causal Structure Discovery for Error Diagnostics of Children's ASR

Vishwanath Pratap Singh, Md Sahidullah, Tomi Kinnunen

CHSER: A Dataset and Case Study on Generative Speech Error Correction for Child ASR

Natarajan Balaji Shankar, Zilai Wang, Kaiyuan Zhang, Mohan Shi, Abeer Alwan

Advancing Pediatric ASR: The Role of Voice Generation in Disordered Speech

Karen Rosero, Ali N Salman, Shreeram Chandra, Berrak Sisman, Cortney Van’t Slot

Exploring Shared-Weight Mechanisms in Transformer and Conformer Architectures for Automatic Speech Recognition

Thomas Rolland, Alberto Abad

Continuous Learning for Children's ASR: Overcoming Catastrophic Forgetting with Elastic Weight Consolidation and Synaptic Intelligence

Edem Ahadzi, Vishwanath Pratap Singh, Tomi Kinnunen, Ville Hautamäki

Automatic detection of speech sound disorders in German-speaking children: augmenting the data with typically developed speech

Darline Monika Marx, Marco Matassoni, Alessio Brutti

Why is children's ASR so difficult? Analyzing children's phonological error patterns using SSL-based phoneme recognizers

Koharu Horii, Naohiro Tawara, Atsunori Ogawa, Shoko Araki

Grammatical Error Detection on Spontaneous Children's Speech Using Iterative Pseudo Labeling

Christopher Gebauer, Lars Rumberg, Lars Köhn, Hanna Ehlert, Edith Beaulac

Oral Reading Errors by Grade 3 Children in Indian Schools: A Hindi-English Perspective

Sneha Raman, Preeti Rao

Improving Automatic Speech Recognition for Children's Reading Assessment with Disfluency-aware Language Models

Jazmín Vidal, Luciana Ferrer, Juan Esteban Kamienkowski, Pablo Riera