参数高效微调 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E5%8F%82%E6%95%B0%E9%AB%98%E6%95%88%E5%BE%AE%E8%B0%83/ Recent content in 参数高效微调 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-parameter-efficient-multi-scale-convolutional/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-a-parameter-efficient-multi-scale-convolutional/ A Parameter-Efficient Multi-Scale Convolutional Adapter for Synthetic Speech Detection Adaptive Task-Incremental Learning For Underwater Acoustic Recognition Based on Mixture-of-Experts Adapter https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-task-incremental-learning-for-underwater/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-adaptive-task-incremental-learning-for-underwater/ 水下声学目标识别 | 7.0/10 Behind the Scenes: Mechanistic Interpretability of Lora-Adapted Whisper for Speech Emotion Recognition https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-behind-the-scenes-mechanistic-interpretability-of/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-behind-the-scenes-mechanistic-interpretability-of/ 语音情感识别 | 7.5/10 Domain Partitioning Meets Parameter-Efficient Fine-Tuning: A Novel Method for Improved Language-Queried Audio Source Separation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-partitioning-meets-parameter-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-domain-partitioning-meets-parameter-efficient/ 音频分离 | 7.5/10 Flexi-LoRA with Input-Adaptive Ranks: Efficient Finetuning for Speech and Reasoning Tasks https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexi-lora-with-input-adaptive-ranks-efficient/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-flexi-lora-with-input-adaptive-ranks-efficient/ 语音识别 | 7.5/10 GLoRIA: Gated Low-Rank Interpretable Adaptation for Dialectal ASR https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gloria-gated-low-rank-interpretable-adaptation/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-gloria-gated-low-rank-interpretable-adaptation/ 语音识别 | 8.0/10 Relative Time Intervals Representation For Word-Level Timestamping With Masked Training https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-relative-time-intervals-representation-for-word/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-relative-time-intervals-representation-for-word/ 语音识别 | 8.0/10 WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-wavesp-net-learnable-wavelet-domain-sparse-prompt/ 语音伪造检测 | 8.0/10 Low-Rank Adaptation Redux for Large Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24-low-rank-adaptation-redux-for-large-models/ Fri, 24 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24-low-rank-adaptation-redux-for-large-models/ 大语言模型 | 5.5/10 语音/音频论文速递 2026-04-24 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24/ Fri, 24 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-24/ 共分析 21 篇语音/AI 论文