Latest Research in Natural Language Processing Techniques

27 research papers · 2026 median publication year

Top Research Topics in Natural Language Processing Techniques

Highest-Cited Papers

  1. Enabling automatic transcription of child-centered audio recordings from real-world environments
  2. Can Large Audio Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities
  3. Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models
  4. A Unified Neural Framework for Punctuation and Capitalization Restoration Using XLM-RoBERTa–BiLSTM
  5. PersianVox: A Prosody-Aware Approach for Speech Dataset Generation from In-the-Wild Data
  6. Decaf: A privacy preserving speech codec using speaker disentanglement and canonical voice conversion
  7. RooM: Real-Time Event-Driven Streaming Architecture for Vietnamese Voice Call Meeting AI
  8. RooM: Real-Time Event-Driven Streaming Architecture for Vietnamese Voice Call Meeting AI
  9. The Azerbaijani Speech-to-Text Landscape: Data, Models, and the Gap Between Claimed and Demonstrated Support
  10. Auditing Generative Audio Calls for Known-Task Audio-LLM Evaluatio
  11. VoxTubeS: Distributable Speaker-Anonymized Synthetic Speech Corpora and Their Analysis
  12. Diarization Error Decomposition Under Pause Annotation Ambiguity
  13. Flexible and Interpretable Accent Distance Measurements
  14. Whisper-Based Speech Transcription from Videos Across Multiple Languages for Cross-Cultural Understanding
  15. Toward a Cross-Lingual Romanization Ecosystem for Sinitic Languages: A Paired Mandarin-Cantonese Case Study
  16. RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection
  17. Quantifying Consonant Contributions to Word Intelligibility via Acoustic Masking
  18. Towards Stress-Aware Sentence-Level Filipino G2P With Weakly-Supervised ByT5 Fine-Tuning
  19. Continuous vocal-attribute traversals fall below the path resolution of current speech representations: a pre-registered validity gate across three speaker encoders and three neural codecs
  20. What Did I Just Say? Self-Listening for Full-Duplex Speech Models
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L3 Region - - 2026 Sep Q3

Natural Language Processing Techniques

27 papers

Top Topics (7)

Audio and Speech Processing7
Computation and Language7
Speech Recognition and Synthesis4
Sound3
Natural Language Processing Techniques3
Artificial Intelligence2
Hearing Loss and Rehabilitation1

Top Publications (20)

1.Enabling automatic transcription of child-centered audio recordings from real-world environments2.Can Large Audio Language Models Ignore Multilingual Distractors? An Evaluation of Their Selective Auditory Attention Capabilities3.Evaluating Bias in Phoneme-Based Automatic Speech Recognition Systems: An Analysis of IPA Transcription Models4.A Unified Neural Framework for Punctuation and Capitalization Restoration Using XLM-RoBERTa–BiLSTM5.PersianVox: A Prosody-Aware Approach for Speech Dataset Generation from In-the-Wild Data6.Decaf: A privacy preserving speech codec using speaker disentanglement and canonical voice conversion7.RooM: Real-Time Event-Driven Streaming Architecture for Vietnamese Voice Call Meeting AI8.RooM: Real-Time Event-Driven Streaming Architecture for Vietnamese Voice Call Meeting AI9.The Azerbaijani Speech-to-Text Landscape: Data, Models, and the Gap Between Claimed and Demonstrated Support10.Auditing Generative Audio Calls for Known-Task Audio-LLM Evaluatio11.VoxTubeS: Distributable Speaker-Anonymized Synthetic Speech Corpora and Their Analysis12.Diarization Error Decomposition Under Pause Annotation Ambiguity13.Flexible and Interpretable Accent Distance Measurements14.Whisper-Based Speech Transcription from Videos Across Multiple Languages for Cross-Cultural Understanding15.Toward a Cross-Lingual Romanization Ecosystem for Sinitic Languages: A Paired Mandarin-Cantonese Case Study16.RAMamba-Net: A Reliability-Aware and Mamba-Based Multimodal Fusion Network for Auditory Attention Detection17.Quantifying Consonant Contributions to Word Intelligibility via Acoustic Masking18.Towards Stress-Aware Sentence-Level Filipino G2P With Weakly-Supervised ByT5 Fine-Tuning19.Continuous vocal-attribute traversals fall below the path resolution of current speech representations: a pre-registered validity gate across three speaker encoders and three neural codecs20.What Did I Just Say? Self-Listening for Full-Duplex Speech Models
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