Man-Machine Speech Communication : 18th National Conference, NCMMSC 2023, Suzhou, China, December 8–10, 2023, Proceedings / edited by Jia Jia, Zhenhua Ling, Xie Chen, Ya Li, Zixing Zhang.

Format:

Book

Author/Creator:

Jia, Jia.

Contributor:

Ling, Zhenhua.

Chen, Xie.

Li, Ya.

Zhang, Zixing.

Series:

Communications in Computer and Information Science, 1865-0937 ; 2006

Language:

English

Subjects (All):

Computer vision.

Natural language processing (Computer science).

Signal processing.

Artificial intelligence.

User interfaces (Computer systems).

Human-computer interaction.

Computer Vision.

Natural Language Processing (NLP).

Signal, Speech and Image Processing.

Artificial Intelligence.

User Interfaces and Human Computer Interaction.

Local Subjects:

Computer Vision.

Natural Language Processing (NLP).

Signal, Speech and Image Processing.

Artificial Intelligence.

User Interfaces and Human Computer Interaction.

Physical Description:

1 online resource (380 pages)

Edition:

1st ed. 2024.

Place of Publication:

Singapore : Springer Nature Singapore : Imprint: Springer, 2024.

Summary:

This book constitutes the refereed proceedings of the 18th National Conference on Man-Machine Speech Communication, NCMMSC 2023, held in Suzhou, China, during December 8–11, 2023. The 20 full papers and 11 short papers included in this book were carefully reviewed and selected from 117 submissions. They deal with topics such as speech recognition, synthesis, enhancement and coding, audio/music/singing synthesis, avatar, speaker recognition and verification, human–computer dialogue systems, large language models as well as phonetic and linguistic topics such as speech prosody analysis, pathological speech analysis, experimental phonetics, acoustic scene classification.

Contents:

Ultra-Low Complexity Residue Echo and Noise Suppression Based on Recurrent Neural Network

Semi-End-to-End Nested Named Entity Recognition from Speech

A Lightweight Music Source Separation Model with Graph Convolution Network

Joint time-domain and frequency-domain progressive learning for single-channel speech enhancement and recognition

A Study on Domain Adaptation for Audio-visual Speech Enhancement

APNet2: High-quality and High-efficiency Neural Vocoder with Direct Prediction of Amplitude and Phase Spectra

Within- and Between-Class Sample Interpolation Based Supervised Metric Learning for Speaker Verification

Joint speech and noise estimation using SNR-adaptive target learning for deep-learning-based speech enhancement

Data Augmentation By Finite Element Analysis for Enhanced Machine Anomalous Sound Detection

A Fast Sampling Method in Diffusion-based Dance Generation Models

End-to-end Streaming Customizable KeywordSpotting based on text-adaptive neural search

The Production of Successive Addition Boundary Tone in Mandarin Preschoolers

Emotional Support Dialog System Through Recursive Interactions Among Large Language Models

Task-Adaptive Generative Adversarial Network based Speech Dereverberation for Robust Speech Recognition

Real-time Automotive Engine Sound Simulation with Deep Neural Network

A Framework Combining Separate and Joint Training for Neural Vocoder-Based Monaural Speech Enhancement

Accent-VITS: accent transfer for end-to-end TTS

Multi-branch Network with Cross-Domain Feature Fusion for Anomalous Sound Detection

A Packet Loss Concealment Method Based on the Demucs Network Structure

Improving Speech Perceptual Quality and Intelligibility through Sub-band Temporal Envelope Characteristics

Adaptive Deep Graph Convolutional Network For Dialogical Speech Emotion Recognition

Iterative Noisy-target Approach: Speech Enhancement without Clean Speech

Joint Training or Not: An Exploration of Pre-trained Speech Models in Audio-Visual Speaker Diarization

Zero-shot Singing Voice Conversion Method Based on Timbre Space Modeling and Excitation Signal Control

A Comparative Study of Pre-trained Audio and Speech Models for Heart Sound Detection

CAM-GUI: A Conversational Assistant on Mobile GUI

A Pilot Study on the Prosodic Factors Influencing Voice Attractiveness of AI Speech

The DKU-MSXF Diarization System for the VoxCeleb Speaker Recognition Challenge 2023

Chinese EFL Learners’ Auditory and Visual Perception of English Statement and Question Intonation: The Effect of Stress

An Improved System for Partially Fake Audio Detection Using Pre-trained Model

Leveraging Synthetic Speech for CIF-based Customized Keyword Spotting.

Notes:

Description based on publisher supplied metadata and other sources.

ISBN:

9789819706013

9819706017

OCLC:

1422200942