Cover Image

Incorporating Talker Identity Aids With Improving Speech Recognition in Adversarial Environments

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Alavilli, Sagarika, Banerjee, Annesya, Elbanna, Gasser, Magaro, Annika
Format:	Preprint
Published:	2024
Subjects:	Sound Artificial Intelligence Audio and Speech Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating Speaker Identity Coding in Self-supervised Models and Humans
by: Elbanna, Gasser
Published: (2024)

Explaining Deep Learning Embeddings for Speech Emotion Recognition by Predicting Interpretable Acoustic Features
by: Dixit, Satvik, et al.
Published: (2024)

Predicting Heart Activity from Speech using Data-driven and Knowledge-based features
by: Elbanna, Gasser, et al.
Published: (2024)

Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC
by: Kang, Jiawen, et al.
Published: (2024)

Cross-Speaker Encoding Network for Multi-Talker Speech Recognition
by: Kang, Jiawen, et al.
Published: (2024)

Serialized Output Prompting for Large Language Model-based Multi-Talker Speech Recognition
by: Shi, Hao, et al.
Published: (2025)

An Investigation of Incorporating Mamba for Speech Enhancement
by: Chao, Rong, et al.
Published: (2024)

Transfer Learning-Based Deep Residual Learning for Speech Recognition in Clean and Noisy Environments
by: Djeffal, Noussaiba, et al.
Published: (2025)

TinyML for Speech Recognition
by: Barovic, Andrew, et al.
Published: (2025)

HuBERT-VIC: Improving Noise-Robust Automatic Speech Recognition of Speech Foundation Model via Variance-Invariance-Covariance Regularization
by: Ahn, Hyebin, et al.
Published: (2025)

Clustering and Mining Accented Speech for Inclusive and Fair Speech Recognition
by: Kim, Jaeyoung, et al.
Published: (2024)

Elevating Robust Multi-Talker ASR by Decoupling Speaker Separation and Speech Recognition
by: Yang, Yufeng, et al.
Published: (2025)

GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems
by: Robatian, Amin, et al.
Published: (2025)

Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions
by: Meng, Lingwei, et al.
Published: (2024)

VoiceShop: A Unified Speech-to-Speech Framework for Identity-Preserving Zero-Shot Voice Editing
by: Anastassiou, Philip, et al.
Published: (2024)

Speech Recognition-based Feature Extraction for Enhanced Automatic Severity Classification in Dysarthric Speech
by: Choi, Yerin, et al.
Published: (2024)

Streaming Speaker Change Detection and Gender Classification for Transducer-Based Multi-Talker Speech Translation
by: Wang, Peidong, et al.
Published: (2025)

Persian Speech Emotion Recognition by Fine-Tuning Transformers
by: Shayaninasab, Minoo, et al.
Published: (2024)

Color-based Emotion Representation for Speech Emotion Recognition
by: Nagase, Ryotaro, et al.
Published: (2026)

Unifying Speech Recognition, Synthesis and Conversion with Autoregressive Transformers
by: Cai, Runyuan, et al.
Published: (2026)

Serialized Speech Information Guidance with Overlapped Encoding Separation for Multi-Speaker Automatic Speech Recognition
by: Shi, Hao, et al.
Published: (2024)

ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
by: Wang, Xin, et al.
Published: (2024)

Speech Bandwidth Expansion Via High Fidelity Generative Adversarial Networks
by: Salhab, Mahmoud, et al.
Published: (2024)

Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System
by: Meng, Lingwei, et al.
Published: (2024)

Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech
by: Kim, Taesoo, et al.
Published: (2025)

Automatic Speech Recognition in the Modern Era: Architectures, Training, and Evaluation
by: Nayeem, Md., et al.
Published: (2025)

Efficient Finetuning for Dimensional Speech Emotion Recognition in the Age of Transformers
by: Sampath, Aneesha, et al.
Published: (2025)

EffiFusion-GAN: Efficient Fusion Generative Adversarial Network for Speech Enhancement
by: Wen, Bin, et al.
Published: (2025)

Towards Improving NAM-to-Speech Synthesis Intelligibility using Self-Supervised Speech Models
by: Shah, Neil, et al.
Published: (2024)

Breaking Resource Barriers in Speech Emotion Recognition via Data Distillation
by: Chang, Yi, et al.
Published: (2024)

Active Learning with Task Adaptation Pre-training for Speech Emotion Recognition
by: Li, Dongyuan, et al.
Published: (2024)

Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition
by: Parcollet, Titouan, et al.
Published: (2024)

Self-supervised ASR Models and Features For Dysarthric and Elderly Speech Recognition
by: Hu, Shujie, et al.
Published: (2024)

Learning Physiology-Informed Vocal Spectrotemporal Representations for Speech Emotion Recognition
by: Zhang, Xu, et al.
Published: (2026)

Toward Efficient Speech Emotion Recognition via Spectral Learning and Attention
by: Lee, HyeYoung, et al.
Published: (2025)

Speech Recognition on TV Series with Video-guided Post-ASR Correction
by: Yang, Haoyuan, et al.
Published: (2025)

ABHINAYA -- A System for Speech Emotion Recognition In Naturalistic Conditions Challenge
by: Dutta, Soumya, et al.
Published: (2025)

Leveraging Mixture of Experts for Improved Speech Deepfake Detection
by: Negroni, Viola, et al.
Published: (2024)

Perceiver-Prompt: Flexible Speaker Adaptation in Whisper for Chinese Disordered Speech Recognition
by: Jiang, Yicong, et al.
Published: (2024)

Tiny-Align: Bridging Automatic Speech Recognition and Large Language Model on the Edge
by: Qin, Ruiyang, et al.
Published: (2024)