论文解读
Towards Data-free and Training-free Compression for Speech Foundation Models Using Parameter Clustering
语音识别 | 6.4/10
模型压缩
论文解读
LLM can Read Spectrogram: Encoder-free Speech-Language Modeling
语音识别 | 8.6/10
论文解读
On Low-Bit Quantization Errors in Speaker Verification: Diagnostic and Mitigation
说话人验证 | 6.6/10
论文解读
TLDR: Compressing Audio Tokens for Efficient Autoregressive Text-to-Speech
语音合成 | 8.2/10
论文解读
dots.tts Technical Report
语音合成 | 9/10
论文解读
Spiking and Event-driven Neuromorphic Mamba Models for Efficient Speech Recognition
语音识别 | 7.5/10
论文解读
Data-Efficient On-Policy Distillation for Automatic Speech Recognition
语音识别 | 5.1/10
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HoliTok:A Coutinuous Holistic Tokenization with Robust Dual Capabilities of Speech Generation and Understanding
语音合成 | 8.6/10
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TARQ: Tail-Aware Reconstruction Quantization for Rare-Word Robust Automatic Speech Recognition
语音识别 | 10/10
论文解读
Toward Native Multimodal Modeling: A Roadmap
多模态模型 | 10/10
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WaveNeXt 2: ConvNeXt-Based Fast Neural Vocoders With Residual Denoising and Sub-Modeling for GAN and Diffusion Models
语音合成 | 9.4/10
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Perforated Neural Networks for Keyword Spotting
关键词检测 | 5/10
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OmniRefine: Alignment-Aware Cooperative Compression for Efficient Omnimodal Large Language Models
音视频 | 7.0/10
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Entropy-Monitored Kernelized Token Distillation for Audio-Visual Compression
音视频事件检测 | 8.5/10
论文解读
Cross-Architecture Knowledge Distillation of WavLM for Lightweight Speaker Verification
说话人验证 | 8.0/10
论文解读
Enhancing Speaker Verification with w2v-BERT 2.0 and Knowledge Distillation Guided Structured Pruning
说话人验证 | 7.5/10
论文解读
Lightweight and Generalizable Acoustic Scene Representations Via Contrastive Fine-Tuning and Distillation
音频场景理解 | 8.0/10
论文解读
MAGE: A Coarse-to-Fine Speech Enhancer with Masked Generative Model
语音增强 | 8.0/10
论文解读
S-SONDO: Self-Supervised Knowledge Distillation for General Audio Foundation Models
音频分类 | 7.0/10
论文解读
Transferable Audio Lottery Tickets: Gradient Accumulation for Extreme Sparsity
音频分类 | 7.0/10