半监督学习 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E5%8D%8A%E7%9B%91%E7%9D%A3%E5%AD%A6%E4%B9%A0/ Recent content in 半监督学习 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 A Hybrid Convolution-Mamba Network with Tone-Octave Contrastive Learning for Stratified Semi-Supervised Singing Melody Extraction https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-hybrid-convolution-mamba-network-with-tone/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-hybrid-convolution-mamba-network-with-tone/ 歌唱旋律提取 | 7.5/10 A Unsupervised Domain Adaptation Framework For Semi-Supervised Melody Extraction Using Confidence Matrix Replace and Nearest Neighbour Supervision https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-unsupervised-domain-adaptation-framework-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-unsupervised-domain-adaptation-framework-for/ 音乐信息检索 | 8.0/10 Advancing Semi-Supervised Child Speech Recognition with Omni-Temporal Classification under Label Noise https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-semi-supervised-child-speech/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-advancing-semi-supervised-child-speech/ 语音识别 | 7.5/10 LESS: Large Language Model Enhanced Semi-Supervised Learning for Speech Foundational Models Using in-the-wild Data https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-less-large-language-model-enhanced-semi/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-less-large-language-model-enhanced-semi/ 语音识别 语音翻译 | 7.5/10 Multimodal Co-Training with Subtractive Unlabeled-Benefit Bounds https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-co-training-with-subtractive-unlabeled/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-multimodal-co-training-with-subtractive-unlabeled/ 多模态学习 | 6.0/10 Teaching the Teachers: Boosting Unsupervised Domain Adaptation In Speech Recognition By Ensemble Update https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-the-teachers-boosting-unsupervised/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-the-teachers-boosting-unsupervised/ 语音识别 | 7.0/10 TVP-UNet: Threshold Variance Penalty U-Net for Voice Activity Detection in Dysarthric Speech https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tvp-unet-threshold-variance-penalty-u-net-for/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-tvp-unet-threshold-variance-penalty-u-net-for/ 语音活动检测 | 7.0/10 StreamMark: A Deep Learning-Based Semi-Fragile Audio Watermarking for Proactive Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-streammark-a-deep-learning-based-semi-fragile/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19-streammark-a-deep-learning-based-semi-fragile/ 本文针对生成式AI带来的音频深度伪造威胁，提出了一种名为StreamMark的主动防御框架。该框架是一种基于深度学习的半脆弱音频水印系统，其核心创新在于重新定义了水印的目标：不是追求对所有变换的绝对鲁 语音/音频论文速递 2026-04-19 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19/ Sun, 19 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-19/ 共分析 42 篇语音/AI 论文 语音/音频论文速递 2026-04-18 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-18/ Sat, 18 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-18/ 共分析 39 篇语音/AI 论文