Copertina

Enhancing Noise Robustness for Neural Speech Codecs through Resource-Efficient Progressive Quantization Perturbation Simulation

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zheng, Rui-Chen, Ai, Yang, Du, Hui-Peng, Dai, Li-Rong
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Audio and Speech Processing
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

ERVQ: Enhanced Residual Vector Quantization with Intra-and-Inter-Codebook Optimization for Neural Audio Codecs
di: Zheng, Rui-Chen, et al.
Pubblicazione: (2024)

CFMDCTCodec: A Low-Bitrate Neural Speech Codec with Noise-Prior-aware Conditional Flow Matching for MDCT-Spectral Enhancement
di: Jiang, Xiao-Hang, et al.
Pubblicazione: (2026)

A High-Quality and Low-Complexity Streamable Neural Speech Codec with Knowledge Distillation
di: Zhang, En-Wei, et al.
Pubblicazione: (2025)

CodeSep: Low-Bitrate Codec-Driven Speech Separation with Base-Token Disentanglement and Auxiliary-Token Serial Prediction
di: Du, Hui-Peng, et al.
Pubblicazione: (2026)

A Neural Speech Codec for Noise Robust Speech Coding
di: Huang, Jiayi, et al.
Pubblicazione: (2023)

APCodec+: A Spectrum-Coding-Based High-Fidelity and High-Compression-Rate Neural Audio Codec with Staged Training Paradigm
di: Du, Hui-Peng, et al.
Pubblicazione: (2024)

On the Relation Between Speech Quality and Quantized Latent Representations of Neural Codecs
di: Halimeh, Mhd Modar, et al.
Pubblicazione: (2025)

VoCodec: An Efficient Lightweight Low-Bitrate Speech Codec
di: Yang, Leyan, et al.
Pubblicazione: (2026)

MDCTCodec: A Lightweight MDCT-based Neural Audio Codec towards High Sampling Rate and Low Bitrate Scenarios
di: Jiang, Xiao-Hang, et al.
Pubblicazione: (2024)

Assessing the Impact of Noise and Speech Enhancement on the Intelligibility of Speech Codecs
di: Behringer, Lyonel, et al.
Pubblicazione: (2026)

Probing the Robustness Properties of Neural Speech Codecs
di: Tseng, Wei-Cheng, et al.
Pubblicazione: (2025)

APCodec: A Neural Audio Codec with Parallel Amplitude and Phase Spectrum Encoding and Decoding
di: Ai, Yang, et al.
Pubblicazione: (2024)

Vision-Integrated High-Quality Neural Speech Coding
di: Guo, Yao, et al.
Pubblicazione: (2025)

SAC: Neural Speech Codec with Semantic-Acoustic Dual-Stream Quantization
di: Chen, Wenxi, et al.
Pubblicazione: (2025)

Personalized Neural Speech Codec
di: Jang, Inseon, et al.
Pubblicazione: (2024)

Efficient Evaluation of Quantization-Effects in Neural Codecs
di: Mack, Wolfgang, et al.
Pubblicazione: (2025)

SuperCodec: A Neural Speech Codec with Selective Back-Projection Network
di: Zheng, Youqiang, et al.
Pubblicazione: (2024)

PURE Codec: Progressive Unfolding of Residual Entropy for Speech Codec Learning
di: Shi, Jiatong, et al.
Pubblicazione: (2025)

Benchmarking Neural Speech Codec Intelligibility with SITool
di: Leschanowsky, Anna, et al.
Pubblicazione: (2025)

Is GAN Necessary for Mel-Spectrogram-based Neural Vocoder?
di: Du, Hui-Peng, et al.
Pubblicazione: (2025)

Distinctive Feature Codec: An Adaptive Efficient Speech Representation for Depression Detection
di: Zhang, Xiangyu, et al.
Pubblicazione: (2025)

NDVQ: Robust Neural Audio Codec with Normal Distribution-Based Vector Quantization
di: Niu, Zhikang, et al.
Pubblicazione: (2024)

SpatialCodec: Neural Spatial Speech Coding
di: Xu, Zhongweiyang, et al.
Pubblicazione: (2023)

PhoenixCodec: Taming Neural Speech Coding for Extreme Low-Resource Scenarios
di: Wan, Zixiang, et al.
Pubblicazione: (2025)

DualCodec: A Low-Frame-Rate, Semantically-Enhanced Neural Audio Codec for Speech Generation
di: Li, Jiaqi, et al.
Pubblicazione: (2025)

BigCodec: Pushing the Limits of Low-Bitrate Neural Speech Codec
di: Xin, Detai, et al.
Pubblicazione: (2024)

A Distilled Low-Latency Neural Vocoder with Explicit Amplitude and Phase Prediction
di: Du, Hui-Peng, et al.
Pubblicazione: (2025)

CodecFake+: A Large-Scale Neural Audio Codec-Based Deepfake Speech Dataset
di: Chen, Xuanjun, et al.
Pubblicazione: (2025)

BANC: Towards Efficient Binaural Audio Neural Codec for Overlapping Speech
di: Ratnarajah, Anton, et al.
Pubblicazione: (2023)

Ultra-Low-Bitrate Mel-Spectrogram-based Neural Speech Coding with Flow-Matching-based Refinement and Vocoding-driven Reconstruction
di: Du, Hui-Peng, et al.
Pubblicazione: (2026)

Incremental Disentanglement for Environment-Aware Zero-Shot Text-to-Speech Synthesis
di: Lu, Ye-Xin, et al.
Pubblicazione: (2024)

Speech Separation using Neural Audio Codecs with Embedding Loss
di: Yip, Jia Qi, et al.
Pubblicazione: (2024)

Single-Codec: Single-Codebook Speech Codec towards High-Performance Speech Generation
di: Li, Hanzhao, et al.
Pubblicazione: (2024)

Trade-offs Between Capacity and Robustness in Neural Audio Codecs for Adversarially Robust Speech Recognition
di: Prescott, Jordan, et al.
Pubblicazione: (2026)

ESPnet-Codec: Comprehensive Training and Evaluation of Neural Codecs for Audio, Music, and Speech
di: Shi, Jiatong, et al.
Pubblicazione: (2024)

Improving Noise Robustness of LLM-based Zero-shot TTS via Discrete Acoustic Token Denoising
di: Lu, Ye-Xin, et al.
Pubblicazione: (2025)

SoCodec: A Semantic-Ordered Multi-Stream Speech Codec for Efficient Language Model Based Text-to-Speech Synthesis
di: Guo, Haohan, et al.
Pubblicazione: (2024)

Stage-Wise and Prior-Aware Neural Speech Phase Prediction
di: Liu, Fei, et al.
Pubblicazione: (2024)

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages
di: Girish, et al.
Pubblicazione: (2026)

Towards High-Quality and Efficient Speech Bandwidth Extension with Parallel Amplitude and Phase Prediction
di: Lu, Ye-Xin, et al.
Pubblicazione: (2024)