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low-resource speech recognition

37 papers

Papers

Assessing the Performance and Efficiency of Mamba ASR in Low-Resource Scenarios Interspeech 2025 Cross-lingual Data Selection Using Clip-level Acoustic Similarity for Enhancing Low-resource Automatic Speech Recognition Interspeech 2025 Effects of Speaker Count, Duration, and Accent Diversity on Zero-Shot Accent Robustness in Low-Resource ASR Interspeech 2025 Exploring Shared-Weight Mechanisms in Transformer and Conformer Architectures for Automatic Speech Recognition Interspeech 2025 Investigating Adapters for Parameter-efficient Low-resource Automatic Speech Recognition NAACL 2025 MetaMixSpeech: Meta Task Augmentation for Low-Resource Speech Recognition EMNLP 2025 Overcoming Data Scarcity in Multi-Dialectal Arabic ASR via Whisper Fine-Tuning Interspeech 2025 The Faetar Speech Recognition Benchmark Interspeech 2025 Unified Semi-Supervised Pipeline for Automatic Speech Recognition Interspeech 2025 VietASR: Achieving Industry-level Vietnamese ASR with 50-hour labeled data and Large-Scale Speech Pretraining Interspeech 2025 Embedding Articulatory Constraints for Low-resource Speech Recognition Based on Large Pre-trained Model Interspeech 2023 Investigating Pre-trained Audio Encoders in the Low-Resource Condition Interspeech 2023 Language-universal Phonetic Encoder for Low-resource Speech Recognition Interspeech 2023 Learning Cross-lingual Mappings for Data Augmentation to Improve Low-Resource Speech Recognition Interspeech 2023 MixRep: Hidden Representation Mixup for Low-Resource Speech Recognition Interspeech 2023 Neural Model Reprogramming with Similarity Based Mapping for Low-Resource Spoken Command Recognition Interspeech 2023 Thai Dialect Corpus and Transfer-based Curriculum Learning Investigation for Dialect Automatic Speech Recognition Interspeech 2023 External Text Based Data Augmentation for Low-Resource Speech Recognition in the Constrained Condition of OpenASR21 Challenge Interspeech 2022 Finer-grained Modeling units-based Meta-Learning for Low-resource Tibetan Speech Recognition Interspeech 2022 Low Resource Comparison of Attention-based and Hybrid ASR Exploiting wav2vec 2.0 Interspeech 2022 ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments Interspeech 2022 Voice Conversion Can Improve ASR in Very Low-Resource Settings Interspeech 2022 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021 Combining Hybrid and End-to-End Approaches for the OpenASR20 Challenge Interspeech 2021 Low Resource ASR: The Surprising Effectiveness of High Resource Transliteration Interspeech 2021