SPES: Spectrogram Perturbation for Explainable Speech-to-Text Generation
Fuente:
arXiv
Saved in:
| Main Authors: | Fucci, Dennis, Gaido, Marco, Savoldi, Beatrice, Negri, Matteo, Cettolo, Mauro, Bentivogli, Luisa |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
by: Papi, Sara, et al.
Published: (2024)
by: Papi, Sara, et al.
Published: (2024)
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
by: Papi, Sara, et al.
Published: (2024)
by: Papi, Sara, et al.
Published: (2024)
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
by: Gaido, Marco, et al.
Published: (2024)
by: Gaido, Marco, et al.
Published: (2024)
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
by: Lam, Tsz Kin, et al.
Published: (2025)
by: Lam, Tsz Kin, et al.
Published: (2025)
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
by: Lee, Beomseok, et al.
Published: (2024)
by: Lee, Beomseok, et al.
Published: (2024)
Speech Foundation Models and Crowdsourcing for Efficient, High-Quality Data Collection
by: Lee, Beomseok, et al.
Published: (2024)
by: Lee, Beomseok, et al.
Published: (2024)
Convolutional Variational Autoencoders for Spectrogram Compression in Automatic Speech Recognition
by: Iakovenko, Olga, et al.
Published: (2024)
by: Iakovenko, Olga, et al.
Published: (2024)
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation
by: Papi, Sara, et al.
Published: (2023)
by: Papi, Sara, et al.
Published: (2023)
Accent-Invariant Automatic Speech Recognition via Saliency-Driven Spectrogram Masking
by: Sameti, Mohammad Hossein, et al.
Published: (2025)
by: Sameti, Mohammad Hossein, et al.
Published: (2025)
Cross-Attention is Half Explanation in Speech-to-Text Models
by: Papi, Sara, et al.
Published: (2025)
by: Papi, Sara, et al.
Published: (2025)
SimulU: Training-free Policy for Long-form Simultaneous Speech-to-Speech Translation
by: Djanibekov, Amirbek, et al.
Published: (2026)
by: Djanibekov, Amirbek, et al.
Published: (2026)
Spectrogram Patch Codec: A 2D Block-Quantized VQ-VAE and HiFi-GAN for Neural Speech Coding
by: Chary, Luis Felipe, et al.
Published: (2025)
by: Chary, Luis Felipe, et al.
Published: (2025)
Generating Data with Text-to-Speech and Large-Language Models for Conversational Speech Recognition
by: Cornell, Samuele, et al.
Published: (2024)
by: Cornell, Samuele, et al.
Published: (2024)
Continuous Speech Tokenizer in Text To Speech
by: Li, Yixing, et al.
Published: (2024)
by: Li, Yixing, et al.
Published: (2024)
Generalized Multilingual Text-to-Speech Generation with Language-Aware Style Adaptation
by: Lou, Haowei, et al.
Published: (2025)
by: Lou, Haowei, et al.
Published: (2025)
Scheduled Interleaved Speech-Text Training for Speech-to-Speech Translation with LLMs
by: Futami, Hayato, et al.
Published: (2025)
by: Futami, Hayato, et al.
Published: (2025)
Enhancing Generalization of Speech Large Language Models with Multi-Task Behavior Imitation and Speech-Text Interleaving
by: Xie, Jingran, et al.
Published: (2025)
by: Xie, Jingran, et al.
Published: (2025)
Spoken Question Answering and Speech Continuation Using Spectrogram-Powered LLM
by: Nachmani, Eliya, et al.
Published: (2023)
by: Nachmani, Eliya, et al.
Published: (2023)
Speech Recognition Rescoring with Large Speech-Text Foundation Models
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
by: Shivakumar, Prashanth Gurunath, et al.
Published: (2024)
Zero-Shot Text-to-Speech for Vietnamese
by: Vu, Thi, et al.
Published: (2025)
by: Vu, Thi, et al.
Published: (2025)
Adaptive Inner Speech-Text Alignment for LLM-based Speech Translation
by: Liu, Henglyu, et al.
Published: (2025)
by: Liu, Henglyu, et al.
Published: (2025)
Computational Narrative Understanding for Expressive Text-to-Speech
by: Michel, Gaspard, et al.
Published: (2025)
by: Michel, Gaspard, et al.
Published: (2025)
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
by: Tsiamas, Ioannis, et al.
Published: (2024)
by: Tsiamas, Ioannis, et al.
Published: (2024)
End-to-End Speech-to-Text Translation: A Survey
by: Sethiya, Nivedita, et al.
Published: (2023)
by: Sethiya, Nivedita, et al.
Published: (2023)
Phonetic Enhanced Language Modeling for Text-to-Speech Synthesis
by: Zhou, Kun, et al.
Published: (2024)
by: Zhou, Kun, et al.
Published: (2024)
MunTTS: A Text-to-Speech System for Mundari
by: Gumma, Varun, et al.
Published: (2024)
by: Gumma, Varun, et al.
Published: (2024)
Scaling Analysis of Interleaved Speech-Text Language Models
by: Maimon, Gallil, et al.
Published: (2025)
by: Maimon, Gallil, et al.
Published: (2025)
Towards Zero-Shot Text-To-Speech for Arabic Dialects
by: Doan, Khai Duy, et al.
Published: (2024)
by: Doan, Khai Duy, et al.
Published: (2024)
Controlling Emotion in Text-to-Speech with Natural Language Prompts
by: Bott, Thomas, et al.
Published: (2024)
by: Bott, Thomas, et al.
Published: (2024)
Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis
by: Do, Cong-Thanh, et al.
Published: (2024)
by: Do, Cong-Thanh, et al.
Published: (2024)
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models
by: Tian, Jinchuan, et al.
Published: (2024)
by: Tian, Jinchuan, et al.
Published: (2024)
Enhancing Zero-shot Text-to-Speech Synthesis with Human Feedback
by: Chen, Chen, et al.
Published: (2024)
by: Chen, Chen, et al.
Published: (2024)
Scaling Speech-Text Pre-training with Synthetic Interleaved Data
by: Zeng, Aohan, et al.
Published: (2024)
by: Zeng, Aohan, et al.
Published: (2024)
Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks
by: Du, Yichao, et al.
Published: (2024)
by: Du, Yichao, et al.
Published: (2024)
SpeechAlign: Aligning Speech Generation to Human Preferences
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation
by: Li, Jilong, et al.
Published: (2024)
by: Li, Jilong, et al.
Published: (2024)
SpeechGPT-Gen: Scaling Chain-of-Information Speech Generation
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
Building a Luganda Text-to-Speech Model From Crowdsourced Data
by: Kagumire, Sulaiman, et al.
Published: (2024)
by: Kagumire, Sulaiman, et al.
Published: (2024)
XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model
by: Casanova, Edresson, et al.
Published: (2024)
by: Casanova, Edresson, et al.
Published: (2024)
AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR
by: Nguyen, Tuan, et al.
Published: (2025)
by: Nguyen, Tuan, et al.
Published: (2025)
Similar Items
-
StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection
by: Papi, Sara, et al.
Published: (2024) -
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translation
by: Papi, Sara, et al.
Published: (2024) -
MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages
by: Gaido, Marco, et al.
Published: (2024) -
Prepending or Cross-Attention for Speech-to-Text? An Empirical Comparison
by: Lam, Tsz Kin, et al.
Published: (2025) -
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond
by: Lee, Beomseok, et al.
Published: (2024)