Skip to content
conftrace_

Interspeech 2023

1,141 papers

Parsing dialog turns with prosodic features in English

Elizabeth Nielsen, Mark Steedman, Sharon Goldwater

Unsupervised Auditory and Semantic Entrainment Models with Deep Neural Networks

Jay Kejriwal, Stefan Benus, Lina M. Rojas-Barahona

Relationship between auditory and semantic entrainment using Deep Neural Networks (DNN)

Jay Kejriwal, Stefan Benus

Evaluation of delexicalization methods for research on emotional speech

Nicolas Audibert, Francesca Carbone, Maud Champagne-Lavau, Aurélien Said Housseini, Caterina Petrone

Identifying Stable Sections for Formant Frequency Extraction of French Nasal Vowels Based on Difference Thresholds

Hye-Sook Park, Sunhee Kim

An Investigation of Indian Native Language Phonemic Influences on L2 English Pronunciations

Shelly Jain, Priyanshi Pal, Anil Kumar Vuppala, Prasanta Kumar Ghosh, Chiranjeevi Yarra

Bulgarian Unstressed Vowel Reduction: Received Views vs Corpus Findings

Mitko Sabev, Bistra Andreeva, Christoph Gabriel, Jonas Gruenke

Acoustic cues to stress perception in Spanish – a mismatch negativity study

Karolina Broś

An Acoustic Analysis of Fricative Variation in Three Accents of English

Roland Adams, Calbert Graham

Effects of hearing loss and amplification on Mandarin consonant perception

Huali Zhou, Xianming Bei, Nengheng Zheng, Qinglin Meng

Beatboxing Kick Drum Kinematics

Reed Blaylock, Shrikanth Narayanan

The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features

Liao Qu, Xianwei Zou, Xiang Li, Yandong Wen, Rita Singh

An Outlier Analysis of Vowel Formants from a Corpus Phonetics Pipeline

Emily P. Ahn, Gina-Anne Levow, Richard A. Wright, Eleanor Chodroff

Evaluation of a Forensic Automatic Speaker Recognition System with Emotional Speech Recordings

Robert Essery, Philip Harrison, Vincent Hughes

Investigating the Syntax-Discourse Interface in the Phonetic Implementation of Discourse Markers

Mathilde Hutin, Liesbeth Degand, Marc Allassonnière-Tang

Filling the population statistics gap: Swiss German reference data on F0 and speech tempo for forensic contexts

Hannah Hedegard, Andrea Fröhlich, Fabian Tomaschek, Carina Steiner, Adrian Leemann

Voice Twins: Discovering Extremely Similar-sounding, Unrelated Speakers

Linda Gerlach, Kirsty McDougall, Finnian Kelly, Anil Alexander

Universal Automatic Phonetic Transcription into the International Phonetic Alphabet

Chihiro Taguchi, Yusuke Sakai, Parisa Haghani, David Chiang

Comparing first spectral moment of Australian English /s/ between straight and gay voices using three analysis window sizes

Tünde Szalay, John Holik, Duy Duong Nguyen, James Morandini, Catherine J. Madill

Effects of Meter, Genre and Experience on Pausing, Lengthening and Prosodic Phrasing in German Poetry Reading

Petra Wagner, Simon Betz

PLCMOS – A Data-driven Non-intrusive Metric for The Evaluation of Packet Loss Concealment Algorithms

Lorenz Diener, Marju Purin, Sten Sootla, Ando Saabas, Robert Aichner

ABC-KD: Attention-Based-Compression Knowledge Distillation for Deep Learning-Based Noise Suppression

Yixin Wan, Yuan Zhou, Xiulian Peng, Kai-Wei Chang, Yan Lu

Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression

Hangting Chen, Jianwei Yu, Yi Luo, Rongzhi Gu, Weihua Li

MSAF: A Multiple Self-Attention Field Method for Speech Enhancement

Minghang Chu, Jing Wang, Yaoyao Ma, Zhiwei Fan, Mengtao Yang

HAD-ANC: A Hybrid System Comprising an Adaptive Filter and Deep Neural Networks for Active Noise Control

JungPhil Park, Jeong-Hwan Choi, Yungyeo Kim, Joon-Hyuk Chang

EffCRN: An Efficient Convolutional Recurrent Network for High-Performance Speech Enhancement

Marvin Sach, Jan Franzen, Bruno Defraene, Kristoff Fluyt, Maximilian Strake

Impact of Residual Noise and Artifacts in Speech Enhancement Errors on Intelligibility of Human and Machine

Shoko Araki, Ayako Yamamoto, Tsubasa Ochiai, Kenichi Arai, Atsunori Ogawa

Speaker-Aware Anti-spoofing

Xuechen Liu, Md Sahidullah, Kong Aik Lee, Tomi Kinnunen

DFSNet: A Steerable Neural Beamformer Invariant to Microphone Array Configuration for Real-Time, Low-Latency Speech Enhancement

Anton Kovalyov, Kashyap Patel, Issa Panahi

Focus on the Sound around You: Monaural Target Speaker Extraction via Distance and Speaker Information

Jiuxin Lin, Peng Wang, Heinrich Dinkel, Jun Chen, Zhiyong Wu

High Fidelity Speech Enhancement with Band-split RNN

Jianwei Yu, Hangting Chen, Yi Luo, Rongzhi Gu, Chao Weng

A Simple RNN Model for Lightweight, Low-compute and Low-latency Multichannel Speech Enhancement in the Time Domain

Ashutosh Pandey, Ke Tan, Buye Xu

A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech

Li-Wei Chen, Yao-Fei Cheng, Hung-Shin Lee, Yu Tsao, Hsin-Min Wang

A Mask Free Neural Network for Monaural Speech Enhancement

Liang Liu, Haixin Guan, Jinlong Ma, Wei Dai, Guangyong Wang

SCP-GAN: Self-Correcting Discriminator Optimization for Training Consistency Preserving Metric GAN on Speech Enhancement Tasks

Vasily Zadorozhnyy, Qiang Ye, Kazuhito Koishida

Domain Adaptation for Speech Enhancement in a Large Domain Gap

Lior Frenkel, Jacob Goldberger, Shlomo E. Chazan

A Multi-dimensional Deep Structured State Space Approach to Speech Enhancement Using Small-footprint Models

Pin-Jui Ku, Chao-Han Huck Yang, Sabato Siniscalchi, Chin-Hui Lee

Iterative autoregression: a novel trick to improve your low-latency speech enhancement model

Pavel Andreev, Nicholas Babaev, Azat Saginbaev, Ivan Shchekotov, Aibek Alanov

Exploring the Interactions Between Target Positive and Negative Information for Acoustic Echo Cancellation

Chang Han, Xinmeng Xu, Weiping Tu, Yuhong Yang, Yajie Liu

PCNN: A Lightweight Parallel Conformer Neural Network for Efficient Monaural Speech Enhancement

Xinmeng Xu, Weiping Tu, Yuhong Yang

SWRR: Feature Map Classifier Based on Sliding Window Attention and High-Response Feature Reuse for Multimodal Emotion Recognition

Ziping Zhao, Tian Gao, Haishuai Wang, Bjorn W. Schuller

Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions

Zhi Li, Ryu Takeda, Takahiro Hara

Discrimination of the Different Intents Carried by the Same Text Through Integrating Multimodal Information

Zhongjie Li, Gaoyan Zhang, Longbiao Wang, Jianwu Dang

Emotion Label Encoding Using Word Embeddings for Speech Emotion Recognition

Eimear Stanley, Eric DeMattos, Anita Klementiev, Piotr Ozimek, Georgia Clarke

Fine-tuned RoBERTa Model with a CNN-LSTM Network for Conversational Emotion Recognition

Jiachen Luo, Huy Phan, Joshua Reiss

LanSER: Language-Model Supported Speech Emotion Recognition

Taesik Gong, Josh Belanich, Krishna Somandepalli, Arsha Nagrani, Brian Eoff

Alzheimer Disease Classification through ASR-based Transcriptions: Exploring the Impact of Punctuation and Pauses

Lucía Gómez-Zaragozá, Simone Wills, Cristian Tejedor-García, Javier Marín-Morales, Mariano Alcañiz

Comparison of acoustic measures of dysphonia in Parkinson's disease and Huntington's disease: Effect of sex and speaking task

Michal Šimek, Tomáš Kouba, Michal Novotný, Tereza Tykalová, Jan Rusz

Severity Classification of Parkinson's Disease from Speech using Single Frequency Filtering-based Features

Sudarsana Reddy Kadiri, Manila Kodali, Paavo Alku

Do Phonatory Features Display Robustness to Characterize Parkinsonian Speech Across Corpora?

Anna Favaro, Tianyu Cao, Thomas Thebaud, Jesus Villalba, Ankur Butala

On the Use of High Frequency Information for Voice Pathology Classification

David Martinez, Dayana Ribas, Eduardo Lleida

Multimodal Assessment of Bulbar Amyotrophic Lateral Sclerosis (ALS) Using a Novel Remote Speech Assessment App

Leif Simmatis, Timothy Pommeé, Yana Yunusova

Towards robust paralinguistic assessment for real-world mobile health (mHealth) monitoring: an initial study of reverberation effects on speech

Judith Dineley, Ewan Carr, Faith Matcham, Johnny Downs, Richard J. B. Dobson

Automatic Classification of Hypokinetic and Hyperkinetic Dysarthria based on GMM-Supervectors

Cristian David Rios-Urrego, Jan Rusz, Elmar Nöth, Juan Rafael Orozco-Arroyave

Towards Reference Speech Characterization for Health Applications

Catarina Botelho, Alberto Abad, Tanja Schultz, Isabel Trancoso

The MASCFLICHT Corpus: Face Mask Type and Coverage Area Recognition from Speech

Adria Mallol-Ragolta, Nils Urbach, Shuo Liu, Anton Batliner, Bjorn W. Schuller

Combining Multiple Multimodal Speech Features into an Interpretable Index Score for Capturing Disease Progression in Amyotrophic Lateral Sclerosis

Michael Neumann, Hardik Kothare, Vikram Ramanarayanan

PoCaPNet: A Novel Approach for Surgical Phase Recognition Using Speech and X-Ray Images

Kubilay Can Demir, Tobias Weise, Matthias May, Axel Schmid, Andreas Maier

Non-uniform Speaker Disentanglement For Depression Detection From Raw Speech Signals

Jinhan Wang, Vijay Ravi, Abeer Alwan

Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization

Siyuan Chen, Colin A. Grambow, Mojtaba Kadkhodaie Elyaderani, Alireza Sadeghi, Federico Fancellu

MMLung: Moving Closer to Practical Lung Health Estimation using Smartphones

Mohammed Mosuily, Lindsay Welch, Jagmohan Chauhan

Use of Speech Impairment Severity for Dysarthric Speech Recognition

Mengzhe Geng, Zengrui Jin, Tianzi Wang, Shujie Hu, Jiajun Deng

Responsiveness, Sensitivity and Clinical Utility of Timing-Related Speech Biomarkers for Remote Monitoring of ALS Disease Progression

Hardik Kothare, Michael Neumann, Jackson Liscombe, Jordan Green, Vikram Ramanarayanan

Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?

Dominik Wagner, Ilja Baumann, Franziska Braun, Sebastian P. Bayerl, Elmar Nöth

Exploiting Cross-Domain And Cross-Lingual Ultrasound Tongue Imaging Features For Elderly And Dysarthric Speech Recognition

Shujie Hu, Xurong Xie, Mengzhe Geng, Mingyu Cui, Jiajun Deng

Classifying Dementia in the Presence of Depression: A Cross-Corpus Study

Franziska Braun, Sebastian P. Bayerl, Paula A. Pérez-Toro, Florian Hönig, Hartmut Lehfeld

End-to-End Zero-Shot Voice Conversion with Location-Variable Convolutions

Wonjune Kang, Mark Hasegawa-Johnson, Deb Roy

Automatic Speech Disentanglement for Voice Conversion using Rank Module and Speech Augmentation

Zhonghua Liu, Shijun Wang, Ning Chen

Flow-VAE VC: End-to-End Flow Framework with Contrastive Loss for Zero-shot Voice Conversion

Le Xu, Rongxiu Zhong, Ying Liu, Huibao Yang, Shilei Zhang

S2CD: Self-heuristic Speaker Content Disentanglement for Any-to-Any Voice Conversion

Pengfei Wei, Xiang Yin, Chunfeng Wang, Zhonghao Li, Xinghua Qu

Diff-HierVC: Diffusion-based Hierarchical Voice Conversion with Robust Pitch Generation and Masked Prior for Zero-shot Speaker Adaptation

Ha-Yeong Choi, Sang-Hoon Lee, Seong-Whan Lee

Emotional Voice Conversion with Semi-Supervised Generative Modeling

Hai Zhu, Huayi Zhan, Hong Cheng, Ying Wu

DistilXLSR: A Light Weight Cross-Lingual Speech Representation Model

Haoyu Wang, Siyuan Wang, Wei-Qiang Zhang, Jinfeng Bai

Comparison of Multilingual Self-Supervised and Weakly-Supervised Speech Pre-Training for Adaptation to Unseen Languages

Andrew Rouditchenko, Sameer Khurana, Samuel Thomas, Rogerio Feris, Leonid Karlinsky

Phonetic-assisted Multi-Target Units Modeling for Improving Conformer-Transducer ASR system

Li Li, Dongxing Xu, Haoran Wei, Yanhua Long

Allophant: Cross-lingual Phoneme Recognition with Articulatory Attributes

Kevin Glocker, Aaricia Herygers, Munir Georges

UniSplice: Universal Cross-Lingual Data Splicing for Low-Resource ASR

Wei Wang, Yanmin Qian

Fast and Efficient Multilingual Self-Supervised Pre-training for Low-Resource Speech Recognition

Zhilong Zhang, Wei Wang, Yanmin Qian

Visualizing Data Augmentation in Deep Speaker Recognition

Pengqi Li, Lantian Li, Askar Hamdulla, Dong Wang

VoxTube: a multilingual speaker recognition dataset

Ivan Yakovlev, Anton Okhotnikov, Nikita Torgashov, Rostislav Makarov, Yuri Voevodin

A Study on Visualization of Voiceprint Feature

Jian Zhang, Liang He, Xiaochen Guo, Jing Ma

An Enhanced Res2Net with Local and Global Feature Fusion for Speaker Verification

Yafeng Chen, Siqi Zheng, Hui Wang, Luyao Cheng, Qian Chen

Towards Effective and Compact Contextual Representation for Conformer Transducer Speech Recognition Systems

Mingyu Cui, Jiawen Kang, Jiajun Deng, Xi Yin, Yutao Xie

Memory-augmented conformer for improved end-to-end long-form ASR

Carlos Carvalho, Alberto Abad

HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition

Florian Mai, Juan Zuluaga-Gomez, Titouan Parcollet, Petr Motlicek

A Comparative Study on E-Branchformer vs Conformer in Speech Recognition, Translation, and Understanding Tasks

Yifan Peng, Kwangyoun Kim, Felix Wu, Brian Yan, Siddhant Arora

Intra-ensemble: A New Method for Combining Intermediate Outputs in Transformer-based Automatic Speech Recognition

Dohee Kim, Jieun Choi, Joon-Hyuk Chang

Conmer: Streaming Conformer Without Self-attention for Interactive Voice Assistants

Martin Radfar, Paulina Lyskawa, Brandon Trujillo, Yi Xie, Kai Zhen

Inter-connection: Effective Connection between Pre-trained Encoder and Decoder for Speech Translation

Yuta Nishikawa, Satoshi Nakamura

Speech-to-Face Conversion Using Denoising Diffusion Probabilistic Models

Shuhei Kato, Taiichi Hashimoto

PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts

Yunxiang Li, Pengfei Liu, Xixin Wu, Helen Meng

Crowdsource-based Validation of the Audio Cocktail as a Sound Browsing Tool

Per Fallgren, Jens Edlund

Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism

Jiaxin Fan, Yong Zhang, Hanzhang Li, Jianzong Wang, Zhitao Li

GigaST: A 10,000-hour Pseudo Speech Translation Corpus

Rong Ye, Chengqi Zhao, Tom Ko, Chutong Meng, Tao Wang

How ChatGPT is Robust for Spoken Language Understanding?

Guangpeng Li, Lu Chen, Kai Yu

Perceptual and Task-Oriented Assessment of a Semantic Metric for ASR Evaluation

Janine Rugayan, Giampiero Salvi, Torbjørn Svendsen

ITALIC: An Italian Intent Classification Dataset

Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio

Strategies for Improving Low Resource Speech to Text Translation Relying on Pre-trained ASR Models

Santosh Kesiraju, Marek Sarvaš, Tomáš Pavlíček, Cécile Macaire, Alejandro Ciuba

Towards Cross-Language Prosody Transfer for Dialog

Jonathan E. Avila, Nigel G. Ward

J-ToneNet: A Transformer-based Encoding Network for Improving Tone Classification in Continuous Speech via F0 Sequences

Yi-Fen Liu, Xiang-Li Lu