Cover Image

A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xiao, Feiyang, Guan, Jian, Zhu, Qiaoxi, Liu, Xubo, Wang, Wenbo, Qi, Shuhan, Zhang, Kejia, Sun, Jianyuan, Wang, Wenwu
Format:	Preprint
Published:	2024
Subjects:	Sound Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

First-Shot Unsupervised Anomalous Sound Detection With Unknown Anomalies Estimated by Metadata-Assisted Audio Generation
by: Zhang, Hejing, et al.
Published: (2023)

T-CLAP: Temporal-Enhanced Contrastive Language-Audio Pretraining
by: Yuan, Yi, et al.
Published: (2024)

FlowSep: Language-Queried Sound Separation with Rectified Flow Matching
by: Yuan, Yi, et al.
Published: (2024)

Disentangling Hierarchical Features for Anomalous Sound Detection Under Domain Shift
by: Guan, Jian, et al.
Published: (2025)

Towards Generating Diverse Audio Captions via Adversarial Training
by: Mei, Xinhao, et al.
Published: (2022)

Exploring Text-Queried Sound Event Detection with Audio Source Separation
by: Yin, Han, et al.
Published: (2024)

The Interspeech 2026 Audio Encoder Capability Challenge for Large Audio Language Models
by: Dinkel, Heinrich, et al.
Published: (2026)

Noise-Robust Sound Event Detection and Counting via Language-Queried Sound Separation
by: Chen, Yuanjian, et al.
Published: (2025)

Universal Sound Separation with Self-Supervised Audio Masked Autoencoder
by: Zhao, Junqi, et al.
Published: (2024)

SmoothCLAP: Soft-Target Enhanced Contrastive Language\--Audio Pretraining for Affective Computing
by: Jing, Xin, et al.
Published: (2026)

Large-scale Contrastive Language-Audio Pretraining with Feature Fusion and Keyword-to-Caption Augmentation
by: Wu, Yusong, et al.
Published: (2022)

DreamAudio: Customized Text-to-Audio Generation with Diffusion Models
by: Yuan, Yi, et al.
Published: (2025)

RA-CLAP: Relation-Augmented Emotional Speaking Style Contrastive Language-Audio Pretraining For Speech Retrieval
by: Sun, Haoqin, et al.
Published: (2025)

AudioTurbo: Fast Text-to-Audio Generation with Rectified Diffusion
by: Zhao, Junqi, et al.
Published: (2025)

Robust Audio Tagging under Class-wise Supervision Unreliability
by: Hou, Yuanbo, et al.
Published: (2026)

AudioLDM 2: Learning Holistic Audio Generation with Self-supervised Pretraining
by: Liu, Haohe, et al.
Published: (2023)

Attacking Voice Anonymization Systems with Augmented Feature and Speaker Identity Difference
by: Zhang, Yanzhe, et al.
Published: (2024)

Pengi: An Audio Language Model for Audio Tasks
by: Deshmukh, Soham, et al.
Published: (2023)

Domain Adaptation for Contrastive Audio-Language Models
by: Deshmukh, Soham, et al.
Published: (2024)

Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
by: Cheng, Ruoxi, et al.
Published: (2024)

Unsupervised Single-Channel Audio Separation with Diffusion Source Priors
by: Shi, Runwu, et al.
Published: (2025)

Retrieval Augmented Generation in Prompt-based Text-to-Speech Synthesis with Context-Aware Contrastive Language-Audio Pretraining
by: Xue, Jinlong, et al.
Published: (2024)

TACOS: Temporally-aligned Audio CaptiOnS for Language-Audio Pretraining
by: Primus, Paul, et al.
Published: (2025)

UniSep: Universal Target Audio Separation with Language Models at Scale
by: Wang, Yuanyuan, et al.
Published: (2025)

Retrieval-Augmented Text-to-Audio Generation
by: Yuan, Yi, et al.
Published: (2023)

PAM: Prompting Audio-Language Models for Audio Quality Assessment
by: Deshmukh, Soham, et al.
Published: (2024)

SLAP: Siamese Language-Audio Pretraining Without Negative Samples for Music Understanding
by: Guinot, Julien, et al.
Published: (2025)

Graph-Enhanced Dual-Stream Feature Fusion with Pre-Trained Model for Acoustic Traffic Monitoring
by: Fan, Shitong, et al.
Published: (2024)

DSCLAP: Domain-Specific Contrastive Language-Audio Pre-Training
by: Liu, Shengqiang, et al.
Published: (2024)

Jointly Recognizing Speech and Singing Voices Based on Multi-Task Audio Source Separation
by: Bai, Ye, et al.
Published: (2024)

The ICME 2025 Audio Encoder Capability Challenge
by: Zhang, Junbo, et al.
Published: (2025)

Audio-Visual Speaker Tracking: Progress, Challenges, and Future Directions
by: Zhao, Jinzheng, et al.
Published: (2023)

AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions
by: Wang, Yuanyuan, et al.
Published: (2024)

Sound-VECaps: Improving Audio Generation with Visual Enhanced Captions
by: Yuan, Yi, et al.
Published: (2024)

SoloAudio: Target Sound Extraction with Language-oriented Audio Diffusion Transformer
by: Wang, Helin, et al.
Published: (2024)

Efficient Audio Captioning with Encoder-Level Knowledge Distillation
by: Xu, Xuenan, et al.
Published: (2024)

BINAQUAL: A Full-Reference Objective Localization Similarity Metric for Binaural Audio
by: Panah, Davoud Shariat, et al.
Published: (2025)

SLAP: Scalable Language-Audio Pretraining with Variable-Duration Audio and Multi-Objective Training
by: Mei, Xinhao, et al.
Published: (2026)

Learning Source Disentanglement in Neural Audio Codec
by: Bie, Xiaoyu, et al.
Published: (2024)

Cinematic Audio Source Separation Using Visual Cues
by: Zhang, Kang, et al.
Published: (2026)