Cover Image

Probing Audio-Generation Capabilities of Text-Based Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Anbazhagan, Arjun Prasaath, Kumar, Parteek, Kaur, Ujjwal, Akalin, Aslihan, Zhu, Kevin, O'Brien, Sean
Format:	Preprint
Published:	2025
Subjects:	Sound Computation and Language Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SILA: Signal-to-Language Augmentation for Enhanced Control in Text-to-Audio Generation
by: Kumar, Sonal, et al.
Published: (2024)

T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback
by: Wang, Zehan, et al.
Published: (2025)

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

AudioLCM: Text-to-Audio Generation with Latent Consistency Models
by: Liu, Huadai, et al.
Published: (2024)

EzAudio: Enhancing Text-to-Audio Generation with Efficient Diffusion Transformer
by: Hai, Jiarui, et al.
Published: (2024)

Cacophony: An Improved Contrastive Audio-Text Model
by: Zhu, Ge, et al.
Published: (2024)

FlashAudio: Rectified Flows for Fast and High-Fidelity Text-to-Audio Generation
by: Liu, Huadai, et al.
Published: (2024)

PAT: Parameter-Free Audio-Text Aligner to Boost Zero-Shot Audio Classification
by: Seth, Ashish, et al.
Published: (2024)

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

AudioEval: Automatic Dual-Perspective and Multi-Dimensional Evaluation of Text-to-Audio-Generation
by: Wang, Hui, et al.
Published: (2025)

Audio Generation Through Score-Based Generative Modeling: Design Principles and Implementation
by: Zhu, Ge, et al.
Published: (2025)

AudioSpa: Spatializing Sound Events with Text
by: Feng, Linfeng, et al.
Published: (2025)

Text2FX: Harnessing CLAP Embeddings for Text-Guided Audio Effects
by: Chu, Annie, et al.
Published: (2024)

MATS: An Audio Language Model under Text-only Supervision
by: Wang, Wen, et al.
Published: (2025)

PPPR: Portable Plug-in Prompt Refiner for Text to Audio Generation
by: Shi, Shuchen, et al.
Published: (2024)

AudioGAN: A Compact and Efficient Framework for Real-Time High-Fidelity Text-to-Audio Generation
by: Chung, HaeChun
Published: (2025)

Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation
by: Li, Jiaqi, et al.
Published: (2024)

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

The Rhythm In Anything: Audio-Prompted Drums Generation with Masked Language Modeling
by: O'Reilly, Patrick, et al.
Published: (2025)

Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation
by: Tal, Or, et al.
Published: (2024)

LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation
by: Guan, Wenhao, et al.
Published: (2024)

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

CosyAudio: Improving Audio Generation with Confidence Scores and Synthetic Captions
by: Zhu, Xinfa, et al.
Published: (2025)

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

Natural Language Supervision for General-Purpose Audio Representations
by: Elizalde, Benjamin, et al.
Published: (2023)

Investigating Group Relative Policy Optimization for Diffusion Transformer based Text-to-Audio Generation
by: Gu, Yi, et al.
Published: (2026)

IMPACT: Iterative Mask-based Parallel Decoding for Text-to-Audio Generation with Diffusion Modeling
by: Huang, Kuan-Po, et al.
Published: (2025)

Enhancing Generalization in Audio Deepfake Detection: A Neural Collapse based Sampling and Training Approach
by: Yousif, Mohammed, et al.
Published: (2024)

A Generative-First Neural Audio Autoencoder
by: Casebeer, Jonah, et al.
Published: (2026)

A Reference-free Metric for Language-Queried Audio Source Separation using Contrastive Language-Audio Pretraining
by: Xiao, Feiyang, et al.
Published: (2024)

Enhancing Crowdsourced Audio for Text-to-Speech Models
by: Giraldo, José, et al.
Published: (2024)

Towards Weakly Supervised Text-to-Audio Grounding
by: Xu, Xuenan, et al.
Published: (2024)

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

Refining Knowledge Transfer on Audio-Image Temporal Agreement for Audio-Text Cross Retrieval
by: Tsubaki, Shunsuke, et al.
Published: (2024)

UniAudio: An Audio Foundation Model Toward Universal Audio Generation
by: Yang, Dongchao, et al.
Published: (2023)

Audio-Based Linguistic Feature Extraction for Enhancing Multi-lingual and Low-Resource Text-to-Speech
by: Kim, Youngjae, et al.
Published: (2024)

BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data
by: Xu, Xuenan, et al.
Published: (2023)

Breaking the Barriers of Text-Hungry and Audio-Deficient AI
by: Tembine, Hamidou, et al.
Published: (2025)

SyncFlow: Toward Temporally Aligned Joint Audio-Video Generation from Text
by: Liu, Haohe, et al.
Published: (2024)

SemanticAudio: Audio Generation and Editing in Semantic Space
by: Dai, Zheqi, et al.
Published: (2026)