Codec-SUPERB: An In-Depth Analysis of Sound Codec Models
Fuente:
arXiv
Saved in:
| Main Authors: | Wu, Haibin, Chung, Ho-Lam, Lin, Yi-Cheng, Wu, Yuan-Kuei, Chen, Xuanjun, Pai, Yu-Chi, Wang, Hsiu-Hsuan, Chang, Kai-Wei, Liu, Alexander H., Lee, Hung-yi |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Codec-SUPERB @ SLT 2024: A lightweight benchmark for neural audio codec models
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy
by: Chen, Xuanjun, et al.
Published: (2025)
by: Chen, Xuanjun, et al.
Published: (2025)
Neural Codec-based Adversarial Sample Detection for Speaker Verification
by: Chen, Xuanjun, et al.
Published: (2024)
by: Chen, Xuanjun, et al.
Published: (2024)
EMO-Codec: An In-Depth Look at Emotion Preservation capacity of Legacy and Neural Codec Models With Subjective and Objective Evaluations
by: Ren, Wenze, et al.
Published: (2024)
by: Ren, Wenze, et al.
Published: (2024)
CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset
by: Chen, Xuanjun, et al.
Published: (2025)
by: Chen, Xuanjun, et al.
Published: (2025)
Towards audio language modeling -- an overview
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
Towards Generalized Source Tracing for Codec-Based Deepfake Speech
by: Chen, Xuanjun, et al.
Published: (2025)
by: Chen, Xuanjun, et al.
Published: (2025)
EMO-SUPERB: An In-depth Look at Speech Emotion Recognition
by: Wu, Haibin, et al.
Published: (2024)
by: Wu, Haibin, et al.
Published: (2024)
ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs for Audio, Music, and Speech
by: Shi, Jiatong, et al.
Published: (2024)
by: Shi, Jiatong, et al.
Published: (2024)
MuCodec: Ultra Low-Bitrate Music Codec
by: Xu, Yaoxun, et al.
Published: (2024)
by: Xu, Yaoxun, et al.
Published: (2024)
ML-SUPERB: Multilingual Speech Universal PERformance Benchmark
by: Shi, Jiatong, et al.
Published: (2023)
by: Shi, Jiatong, et al.
Published: (2023)
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound
by: Liu, Haohe, et al.
Published: (2024)
by: Liu, Haohe, et al.
Published: (2024)
Findings of the 2023 ML-SUPERB Challenge: Pre-Training and Evaluation over More Languages and Beyond
by: Shi, Jiatong, et al.
Published: (2023)
by: Shi, Jiatong, et al.
Published: (2023)
Singing Voice Graph Modeling for SingFake Detection
by: Chen, Xuanjun, et al.
Published: (2024)
by: Chen, Xuanjun, et al.
Published: (2024)
CodecSlime: Temporal Redundancy Compression of Neural Speech Codec via Dynamic Frame Rate
by: Wang, Hankun, et al.
Published: (2025)
by: Wang, Hankun, et al.
Published: (2025)
DS-Codec: Dual-Stage Training with Mirror-to-NonMirror Architecture Switching for Speech Codec
by: Chen, Peijie, et al.
Published: (2025)
by: Chen, Peijie, et al.
Published: (2025)
Dynamic-SUPERB: Towards A Dynamic, Collaborative, and Comprehensive Instruction-Tuning Benchmark for Speech
by: Huang, Chien-yu, et al.
Published: (2023)
by: Huang, Chien-yu, et al.
Published: (2023)
DualCodec: A Low-Frame-Rate, Semantically-Enhanced Neural Audio Codec for Speech Generation
by: Li, Jiaqi, et al.
Published: (2025)
by: Li, Jiaqi, et al.
Published: (2025)
Language-Codec: Bridging Discrete Codec Representations and Speech Language Models
by: Ji, Shengpeng, et al.
Published: (2024)
by: Ji, Shengpeng, et al.
Published: (2024)
UniCodec: Unified Audio Codec with Single Domain-Adaptive Codebook
by: Jiang, Yidi, et al.
Published: (2025)
by: Jiang, Yidi, et al.
Published: (2025)
BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec
by: Xin, Detai, et al.
Published: (2024)
by: Xin, Detai, et al.
Published: (2024)
PURE Codec: Progressive Unfolding of Residual Entropy for Speech Codec Learning
by: Shi, Jiatong, et al.
Published: (2025)
by: Shi, Jiatong, et al.
Published: (2025)
SuperCodec: A Neural Speech Codec with Selective Back-Projection Network
by: Zheng, Youqiang, et al.
Published: (2024)
by: Zheng, Youqiang, et al.
Published: (2024)
SwitchCodec: A High-Fidelity Nerual Audio Codec With Sparse Quantization
by: Wang, Jin, et al.
Published: (2025)
by: Wang, Jin, et al.
Published: (2025)
SoCodec: A Semantic-Ordered Multi-Stream Speech Codec for Efficient Language Model Based Text-to-Speech Synthesis
by: Guo, Haohan, et al.
Published: (2024)
by: Guo, Haohan, et al.
Published: (2024)
Personalized Neural Speech Codec
by: Jang, Inseon, et al.
Published: (2024)
by: Jang, Inseon, et al.
Published: (2024)
ComplexDec: A Domain-robust High-fidelity Neural Audio Codec with Complex Spectrum Modeling
by: Wu, Yi-Chiao, et al.
Published: (2025)
by: Wu, Yi-Chiao, et al.
Published: (2025)
SynthCloner: Synthesizer-style Audio Transfer via Factorized Codec with ADSR Envelope Control
by: Liu, Jeng-Yue, et al.
Published: (2025)
by: Liu, Jeng-Yue, et al.
Published: (2025)
VCNAC: A Variable-Channel Neural Audio Codec for Mono, Stereo, and Surround Sound
by: Grötschla, Florian, et al.
Published: (2026)
by: Grötschla, Florian, et al.
Published: (2026)
WMCodec: End-to-End Neural Speech Codec with Deep Watermarking for Authenticity Verification
by: Zhou, Junzuo, et al.
Published: (2024)
by: Zhou, Junzuo, et al.
Published: (2024)
CodecMOS-Accent: A MOS Benchmark of Resynthesized and TTS Speech from Neural Codecs Across English Accents
by: Huang, Wen-Chin, et al.
Published: (2026)
by: Huang, Wen-Chin, et al.
Published: (2026)
RepCodec: A Speech Representation Codec for Speech Tokenization
by: Huang, Zhichao, et al.
Published: (2023)
by: Huang, Zhichao, et al.
Published: (2023)
Do Neural Codecs Generalize? A Controlled Study Across Unseen Languages and Non-Speech Tasks
by: Wang, Shih-Heng, et al.
Published: (2026)
by: Wang, Shih-Heng, et al.
Published: (2026)
Investigating Neural Audio Codecs for Speech Language Model-Based Speech Generation
by: Li, Jiaqi, et al.
Published: (2024)
by: Li, Jiaqi, et al.
Published: (2024)
Fewer-token Neural Speech Codec with Time-invariant Codes
by: Ren, Yong, et al.
Published: (2023)
by: Ren, Yong, et al.
Published: (2023)
Probing the Robustness Properties of Neural Speech Codecs
by: Tseng, Wei-Cheng, et al.
Published: (2025)
by: Tseng, Wei-Cheng, et al.
Published: (2025)
Toward a Sparse and Interpretable Audio Codec
by: Vinyard, John
Published: (2025)
by: Vinyard, John
Published: (2025)
Towards Neural Audio Codec Source Parsing
by: Phukan, Orchid Chetia, et al.
Published: (2025)
by: Phukan, Orchid Chetia, et al.
Published: (2025)
SpatialCodec: Neural Spatial Speech Coding
by: Xu, Zhongweiyang, et al.
Published: (2023)
by: Xu, Zhongweiyang, et al.
Published: (2023)
Similar Items
-
Codec-SUPERB @ SLT 2024: A lightweight benchmark for neural audio codec models
by: Wu, Haibin, et al.
Published: (2024) -
CodecFake: Enhancing Anti-Spoofing Models Against Deepfake Audios from Codec-Based Speech Synthesis Systems
by: Wu, Haibin, et al.
Published: (2024) -
Codec-Based Deepfake Source Tracing via Neural Audio Codec Taxonomy
by: Chen, Xuanjun, et al.
Published: (2025) -
Neural Codec-based Adversarial Sample Detection for Speaker Verification
by: Chen, Xuanjun, et al.
Published: (2024) -
EMO-Codec: An In-Depth Look at Emotion Preservation capacity of Legacy and Neural Codec Models With Subjective and Objective Evaluations
by: Ren, Wenze, et al.
Published: (2024)