音频场景理解 on 语音/音频论文速递 https://nanless.github.io/audio-paper-digest-blog/tags/%E9%9F%B3%E9%A2%91%E5%9C%BA%E6%99%AF%E7%90%86%E8%A7%A3/ Recent content in 音频场景理解 on 语音/音频论文速递 Hugo zh-cn Wed, 29 Apr 2026 00:00:00 +0000 Acoustic Teleportation Via Disentangled Neural Audio Codec Representations https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-acoustic-teleportation-via-disentangled-neural/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-acoustic-teleportation-via-disentangled-neural/ 语音增强 | 7.0/10 AUDIOGENIE-Reasoner: A Training-Free Multi-Agent Framework for Coarse-to-Fine Audio Deep Reasoning https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogenie-reasoner-a-training-free-multi-agent/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-audiogenie-reasoner-a-training-free-multi-agent/ 音频问答 | 7.0/10 Can Large Audio Language Models Understand Audio Well? Speech, Scene and Events Understanding Benchmark for LALMs https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-large-audio-language-models-understand-audio/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-can-large-audio-language-models-understand-audio/ 基准测试 | 7.0/10 Class-Aware Permutation-Invariant Signal-to-Distortion Ratio for Semantic Segmentation of Sound Scene with Same-Class Sources https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-class-aware-permutation-invariant-signal-to/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-class-aware-permutation-invariant-signal-to/ 音频场景理解 | 7.5/10 DSpAST: Disentangled Representations for Spatial Audio Reasoning with Large Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dspast-disentangled-representations-for-spatial/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-dspast-disentangled-representations-for-spatial/ 音频问答 | 8.0/10 From Contrast to Commonality: Audio Commonality Captioning for Enhanced Audio-Text Cross-Modal Understanding in Multimodal LLMS https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-contrast-to-commonality-audio-commonality/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-from-contrast-to-commonality-audio-commonality/ 音频场景理解 | 7.5/10 ICASSP 2026 - 音频场景理解 论文列表 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-121/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/icassp2026-task-121/ 共 3 篇 ICASSP 2026 音频场景理解 方向论文 LAMB: LLM-Based Audio Captioning with Modality Gap Bridging Via Cauchy-Schwarz Divergence https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lamb-llm-based-audio-captioning-with-modality-gap/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lamb-llm-based-audio-captioning-with-modality-gap/ 音频描述 | 7.0/10 Lightweight and Generalizable Acoustic Scene Representations Via Contrastive Fine-Tuning and Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-generalizable-acoustic-scene/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-lightweight-and-generalizable-acoustic-scene/ 音频场景理解 | 8.0/10 Segmentwise Pruning in Audio-Language Models https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-segmentwise-pruning-in-audio-language-models/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-segmentwise-pruning-in-audio-language-models/ 音频问答 | 7.0/10 Teaching Audio Models to Reason: A Unified Framework for Source- and Layer-Wise Distillation https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-audio-models-to-reason-a-unified/ Wed, 29 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-29-teaching-audio-models-to-reason-a-unified/ 音频问答 | 7.0/10 Listening with Time: Precise Temporal Awareness for Long-Form Audio Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-listening-with-time-precise-temporal-awareness/ Tue, 28 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-28-listening-with-time-precise-temporal-awareness/ 音频场景理解 | 8.0/10 Listening with Time: Precise Temporal Awareness for Long-Form Audio Understanding https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-27-listening-with-time-precise-temporal-awareness/ Mon, 27 Apr 2026 00:00:00 +0000 https://nanless.github.io/audio-paper-digest-blog/posts/2026-04-27-listening-with-time-precise-temporal-awareness/ 音频场景理解 | 8.0/10