Interspeech 2022

1,123 papers

RefineGAN: Universally Generating Waveform Better than Ground Truth with Highly Accurate Pitch and Intensity Responses

Shengyuan Xu, Wenxiao Zhao, Jing Guo

AdaVocoder: Adaptive Vocoder for Custom Voice

Xin Yuan, Robin Feng, Mingming Ye, Cheng Tuo, Minhang Zhang

DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders

Yanqing Liu, Ruiqing Xue, Lei He, Xu Tan, Sheng Zhao

FlowVocoder: A small Footprint Neural Vocoder based Normalizing Flow for Speech Synthesis

Manh Luong, Viet Anh Tran

RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion

Dacheng Yin, Chuanxin Tang, Yanqing Liu, Xiaoqiang Wang, Zhiyuan Zhao

A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS

Haohan Guo, Hui Lu, Xixin Wu, Helen Meng

Yuanbo Hou, Dick Botteldooren

Uncertainty Calibration for Deep Audio Classifiers

Tong Ye, Shijing Si, Jianzong Wang, Ning Cheng, Jing Xiao

Active Few-Shot Learning for Sound Event Detection

Yu Wang, Mark Cartwright, Juan Pablo Bello

Audio Pyramid Transformer with Domain Adaption for Weakly Supervised Sound Event Detection and Audio Classification

Yifei Xin, Dongchao Yang, Yuexian Zou

RCT: Random consistency training for semi-supervised sound event detection

Nian Shao, Erfan Loweimi, Xiaofei Li

Temporal coding with magnitude-phase regularization for sound event detection

Sangwook Park, Sandeep Reddy Kothinti, Mounya Elhilali

A Multi-grained based Attention Network for Semi-supervised Sound Event Detection

Ying Hu, Xiujuan Zhu, Yunlong Li, Hao Huang, Liang He

Improving Target Sound Extraction with Timestamp Information

Helin Wang, Dongchao Yang, Chao Weng, Jianwei Yu, Yuexian Zou

AudioTagging Done Right: 2nd comparison of deep learning methods for environmental sound classification

Juncheng Li, Shuhui Qu, Po-Yao Huang, Florian Metze

Temporal Self Attention-Based Residual Network for Environmental Sound Classification

Achyut Tripathi, Konark Paul

RaDur: A Reference-aware and Duration-robust Network for Target Sound Detection

Dongchao Yang, Helin Wang, Zhongjie Ye, Yuexian Zou, Wenwu Wang

Human Sound Classification based on Feature Fusion Method with Air and Bone Conducted Signal

Liang Xu, Jing Wang, Lizhong Wang, Sijun Bi, Jianqian Zhang

An End-to-End Macaque Voiceprint Verification Method Based on Channel Fusion Mechanism

Peng Liu, Songbin Li, Jigang Tang

Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection

Yunhao Liang, Yanhua Long, Yijie Li, Jiaen Liang

Spatial-aware Speaker Diarizaiton for Multi-channel Multi-party Meeting

Jie Wang, Yuji Liu, Binling Wang, Yiming Zhi, Song Li

Utterance-by-utterance overlap-aware neural diarization with Graph-PIT

Keisuke Kinoshita, Thilo von Neumann, Marc Delcroix, Christoph Boeddeker, Reinhold Haeb-Umbach

Unsupervised Speaker Diarization that is Agnostic to Language, Overlap-Aware, and Tuning Free

Md Iftekhar Tanveer, Diego Casabuena, Jussi Karlgren, Rosie Jones

MSDWild: Multi-modal Speaker Diarization Dataset in the Wild

Tao Liu, Shuai Fan, Xu Xiang, Hongbo Song, Shaoxiong Lin

Robust End-to-end Speaker Diarization with Generic Neural Clustering

Chenyu Yang, Yu Wang

Online Speaker Diarization with Core Samples Selection

Yanyan Yue, Jun Du, Mao-Kui He, YuTing Yeung, Renyu Wang

End-to-End Audio-Visual Neural Speaker Diarization

Mao-Kui He, Jun Du, Chin-Hui Lee

Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization

Yifan Chen, Yifan Guo, Qingxuan Li, Gaofeng Cheng, Pengyuan Zhang

Deep speaker embedding with frame-constrained training strategy for speaker verification

Bin Gu

Probabilistic Spherical Discriminant Analysis: An Alternative to PLDA for length-normalized embeddings

Niko Brümmer, Albert Swart, Ladislav Mošner, Anna Silnova, Oldřich Plchot

Online Target Speaker Voice Activity Detection for Speaker Diarization

Weiqing Wang, Ming Li, Qingjian Lin

Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings

Xiaoyi Qin, Na Li, Weng Chao, Dan Su, Ming Li

PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification

Siqi Zheng, Hongbin Suo, Qian Chen

A Temporal Extension of Latent Dirichlet Allocation for Unsupervised Acoustic Unit Discovery

Werner van der Merwe, Herman Kamper, Johan Adam du Preez

Pseudo Label Is Better Than Human Label

Dongseong Hwang, Khe Chai Sim, Zhouyuan Huo, Trevor Strohman

Exploring Few-Shot Fine-Tuning Strategies for Models of Visually Grounded Speech

Tyler Miller, David Harwath

Automatic Pronunciation Assessment using Self-Supervised Speech Representation Learning

Eesung Kim, Jae-Jin Jeon, Hyeji Seo, Hoon Kim

Automatic Detection of Reactive Attachment Disorder Through Turn-Taking Analysis in Clinical Child-Caregiver Sessions

Andrei Bîrlădeanu, Helen Minnis, Alessandro Vinciarelli

Probing phoneme, language and speaker information in unsupervised speech representations

Maureen de Seyssel, Marvin Lavechin, Yossi Adi, Emmanuel Dupoux, Guillaume Wisniewski

Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation

Yuna Lee, Seung Jun Baek

DEFORMER: Coupling Deformed Localized Patterns with Global Context for Robust End-to-end Speech Recognition

Jiamin Xie, John H.L. Hansen

Multi-Task End-to-End Model for Telugu Dialect and Speech Recognition

Aditya Yadavalli, Ganesh Mirishkar, Anil Kumar Vuppala

End-to-end speech recognition modeling from de-identified data

Martin Flechl, Shou-Chun Yin, Junho Park, Peter Skala

Lombard Effect for Bilingual Speakers in Cantonese and English: importance of spectro-temporal features

Maximilian Karl Scharf, Sabine Hochmuth, Lena L.N. Wong, Birger Kollmeier, Anna Warzybok

Knowledge of accent differences can be used to predict speech recognition

Tuende Szalay, Mostafa Shahin, Beena Ahmed, Kirrie Ballard

KSC2: An Industrial-Scale Open-Source Kazakh Speech Corpus

Saida Mussakhojayeva, Yerbolat Khassanov, Huseyin Atakan Varol

Leveraging Simultaneous Translation for Enhancing Transcription of Low-resource Language via Cross Attention Mechanism

Kak Soky, Sheng Li, Masato Mimura, Chenhui Chu, Tatsuya Kawahara

Improving Phonetic Transcriptions of Children’s Speech by Pronunciation Modelling with Constrained CTC-Decoding

Lars Rumberg, Christopher Gebauer, Hanna Ehlert, Ulrike Lüdtke, Jorn Ostermann

ema2wav: doing articulation by Praat

Philipp Buech, Simon Roessig, Lena Pagel, Doris Muecke, Anne Hermes

Nasal Coda Loss in the Chengdu Dialect of Mandarin: Evidence from RT-MRI

Sishi Liao, Phil Hoole, Conceição Cunha, Esther Kunay, Aletheia Cui

Voicing neutralization in Romanian fricatives across different speech styles

Laura Spinu, Ioana Vasilescu, Lori Lamel, Jason Lilley

Telling self-defining memories: An acoustic study of natural emotional speech productions

Véronique Delvaux, Audrey Lavallée, Fanny Degouis, Xavier Saloppe, Jean-Louis Nandrino

Investigating phonetic convergence of laughter in conversation

Bogdan Ludusan, Marin Schröer, Petra Wagner

Glottal inverse filtering based on articulatory synthesis and deep learning

Ingo Langheinrich, Simon Stone, Xinyu Zhang, Peter Birkholz

The discrimination of [zi]-[dʑi] by Japanese listeners and the prospective phonologization of /zi/

Andrea Alicehajic, Silke Hamann

Perceived prominence and downstep in Japanese

Hyun Kyung Hwang, Manami Hirayama, Takaomi Kato

Investigating Prosodic Variation in British English Varieties using ProPer

Hae-Sung Jeon, Stephen Nichols

Spoofed speech from the perspective of a forensic phonetician

Christin Kirchhübel, Georgina Brown

Gradual Improvements Observed in Learners' Perception and Production of L2 Sounds Through Continuing Shadowing Practices on a Daily Basis

Takuya Kunihara, Chuanbo Zhu, Nobuaki Minematsu, Noriko Nakanishi

Reducing Geographic Disparities in Automatic Speech Recognition via Elastic Weight Consolidation

Viet Anh Trinh, Pegah Ghahremani, Brian King, Jasha Droppo, Andreas Stolcke

Design Guidelines for Inclusive Speaker Verification Evaluation Datasets

Wiebke Toussaint, Lauriane Gorce, Aaron Yi Ding

Improving Language Identification of Accented Speech

Kunnar Kukk, Tanel Alumäe

Automatic Dialect Density Estimation for African American English

Alexander Johnson, Kevin Everson, Vijay Ravi, Anissa Gladney, Mari Ostendorf

A Study of Gender Impact in Self-supervised Models for Speech-to-Text Systems

Marcely Zanon Boito, Laurent Besacier, Natalia Tomashenko, Yannick Estève

Training and typological bias in ASR performance for world Englishes

May Pik Yu Chan, June Choe, Aini Li, Yiran Chen, Xin Gao

Toward Fairness in Speech Recognition: Discovery and mitigation of performance disparities

Pranav Dheram, Murugesan Ramakrishnan, Anirudh Raju, I-Fan Chen, Brian King

Building African Voices

Perez Ogayo, Graham Neubig, Alan W Black

Device-Directed Speech Detection: Regularization via Distillation for Weakly-Supervised Models

Vineet Garg, Ognjen Rudovic, Pranay Dighe, Ahmed Hussen Abdelaziz, Erik Marchi

On joint training with interfaces for spoken language understanding

Anirudh Raju, Milind Rao, Gautam Tiwari, Pranav Dheram, Bryan Anderson

Bottleneck Low-rank Transformers for Low-resource Spoken Language Understanding

Pu Wang, Hugo Van hamme

mcBERT: Momentum Contrastive Learning with BERT for Zero-Shot Slot Filling

Seong-Hwan Heo, WonKee Lee, Jong-Hyeok Lee

Benchmarking Transformers-based models on French Spoken Language Understanding tasks

Oralie Cattan, Sahar Ghannay, Christophe Servan, Sophie Rosset

SF-DST: Few-Shot Self-Feeding Reading Comprehension Dialogue State Tracking with Auxiliary Task

Jihyun Lee, Gary Geunbae Lee

Articulatory Synthesis for Data Augmentation in Phoneme Recognition

Paul Konstantin Krug, Peter Birkholz, Branislav Gerazov, Daniel Rudolph van Niekerk, Anqi Xu

PoeticTTS - Controllable Poetry Reading for Literary Studies

Julia Koch, Florian Lux, Nadja Schauffler, Toni Bernhart, Felix Dieterle

End-to-End Binaural Speech Synthesis

Wen Chin Huang, Dejan Markovic, Alexander Richard, Israel Dejene Gebru, Anjali Menon

Speech Audio Corrector: using speech from non-target speakers for one-off correction of mispronunciations in grapheme-input text-to-speech

Jason Fong, Daniel Lyth, Gustav Eje Henter, Hao Tang, Simon King

Correcting Mispronunciations in Speech using Spectrogram Inpainting

Talia Ben Simon, Felix Kreuk, Faten Awwad, Jacob T. Cohen, Joseph Keshet

SATTS: Speaker Attractor Text to Speech, Learning to Speak by Learning to Separate

Nabarun Goswami, Tatsuya Harada

Multi-View Attention Transfer for Efficient Speech Enhancement

WooSeok Shin, Hyun Joon Park, Jin Sob Kim, Byung Hoon Lee, Sung Won Han

A Systematic Comparison of Phonetic Aware Techniques for Speech Enhancement

Or Tal, Moshe Mandel, Felix Kreuk, Yossi Adi

FFC-SE: Fast Fourier Convolution for Speech Enhancement

Ivan Shchekotov, Pavel K. Andreev, Oleg Ivanov, Aibek Alanov, Dmitry Vetrov

NASTAR: Noise Adaptive Speech Enhancement with Target-Conditional Resampling

Chi-Chang Lee, Cheng-Hung Hu, Yu-Chen Lin, Chu-Song Chen, Hsin-Min Wang

Deep Self-Supervised Learning of Speech Denoising from Noisy Speeches

Yutaro Sanada, Takumi Nakagawa, Yuichiro Wada, Kosaku Takanashi, Yuhui Zhang

SNRi Target Training for Joint Speech Enhancement and Recognition

Yuma Koizumi, Shigeki Karita, Arun Narayanan, Sankaran Panchapagesan, Michiel Bacchiani

Improving Speech Emotion Recognition Using Self-Supervised Learning with Domain-Specific Audiovisual Tasks

Lucas Goncalves, Carlos Busso

The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis

Ashishkumar Gudmalwar, Biplove Basel, Anirban Dutta, Ch V Rama Rao

Speech Emotion Recognition in the Wild using Multi-task and Adversarial Learning

Jack Parry, Eric DeMattos, Anita Klementiev, Axel Ind, Daniela Morse-Kopp

Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy

Bo-Hao Su, Chi-Chun Lee

Emotion-Shift Aware CRF for Decoding Emotion Sequence in Conversation

Chun-Yu Chen, Yun-Shao Lin, Chi-Chun Lee

Analysis of Self-Supervised Learning and Dimensionality Reduction Methods in Clustering-Based Active Learning for Speech Emotion Recognition

Einari Vaaras, Manu Airaksinen, Okko Rasanen

DAVIS: Driver’s Audio-Visual Speech recognition

Denis Ivanko, Dmitry Ryumin, Alexey Kashevnik, Alexandr Axyonov, Andrey Kitenko

Use of Nods Less Synchronized with Turn-Taking and Prosody During Conversations in Adults with Autism

Keiko Ochi, Nobutaka Ono, Keiho Owada, Kuroda Miho, Shigeki Sagayama

Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding

Yi Zhu, Zexun Wang, Hang Liu, Peiying Wang, Mingchao Feng

Bottom-up discovery of structure and variation in response tokens (‘backchannels’) across diverse languages

Andreas Liesenfeld, Mark Dingemanse

TopicKS: Topic-driven Knowledge Selection for Knowledge-grounded Dialogue Generation

Shiquan Wang, Yuke Si, Xiao Wei, Longbiao Wang, Zhiqiang Zhuang

Extending Compositional Attention Networks for Social Reasoning in Videos

Christina Sartzetaki, Georgios Paraskevopoulos, Alexandros Potamianos

Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis

Hengshun Zhou, Jun Du, Gongzhen Zou, Zhaoxu Nian, Chin-Hui Lee

From Disfluency Detection to Intent Detection and Slot Filling

Mai Hoang Dao, Thinh Truong, Dat Quoc Nguyen

ASR-Robust Natural Language Understanding on ASR-GLUE dataset

Lingyun Feng, Jianwei Yu, Yan Wang, Songxiang Liu, Deng Cai