Latest Research in Computation and Language

127 research papers · 2026 median publication year

Top Research Topics in Computation and Language

Highest-Cited Papers

  1. Towards inclusive voice biometrics: Dysarthria-discriminative embeddings for ASV system
  2. Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain
  3. Foreground Voice Activity Detection: Learning Speaker Selectivity from Supervision
  4. Alignment-Path Distillation from Non-streaming ASR-LLMs for Streaming Speech Recognition
  5. Scaling Audio Models Efficiently: Joint Optimization of Scale, Resolution, Adaptation, Precision, and Sparsity
  6. Phoneme-guided TTS augmentation for ASR: A unified pipeline and multilingual evaluation
  7. Design of the IBM Granite 5.0 TurboCTC ASR Model
  8. Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis
  9. Beyond the Stability--Plasticity Frontier in Streaming Target Speaker Extraction
  10. Adapting Kokoro-82M to Bengali: A Teacher-Forced Fine-Tuning Recipe for a Text-to-Speech Model Released Without Training Code
  11. Adapting Kokoro-82M to Bengali: A Teacher-Forced Fine-Tuning Recipe for a Text-to-Speech Model Released Without Training Code
  12. Encoder Awakening via Adapters: Effective Domain-Adaptive Fine-tuning of Speech-LLMs
  13. Look Less, Hear Better: Jointly Rewarded GRPO for Streaming ASR
  14. Multi-Teacher Distillation for Cross-Domain Streaming Electrolaryngeal Speech Encoding
  15. HearInContext: A Benchmark for Implicit Context in Speech Recognition
  16. A Probe Shift Is Not a Fairness Fix: The Limits of Representation Steering in Speech Models
  17. T-SANDHI: Tone Sandhi-aware Adaptive Network with Decoupled Hybrid Injection for Low-resource Taiwanese Hokkien Speech Recognition
  18. Efficient and Robust Speaker Diarization via Structured Pruning of Self-Supervised Models
  19. Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs
  20. REDDIT: Forgetting-Resistant Correction of Timestamp Drift in ASR via Replay-Based Distribution Editing
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L3 Region - - 2026 Sep Q3

Computation and Language

127 papers

Top Topics (9)

Audio and Speech Processing44
Computation and Language34
Sound29
Speech Recognition and Synthesis9
Artificial Intelligence4
Machine Learning4
Voice and Speech Disorders1
Natural Language Processing Techniques1
Hearing Loss and Rehabilitation1

Top Publications (20)

1.Towards inclusive voice biometrics: Dysarthria-discriminative embeddings for ASV system2.Model-Agnostic and Language-Agnostic Voice Pipeline Improvement for the Agriculture Domain3.Foreground Voice Activity Detection: Learning Speaker Selectivity from Supervision4.Alignment-Path Distillation from Non-streaming ASR-LLMs for Streaming Speech Recognition5.Scaling Audio Models Efficiently: Joint Optimization of Scale, Resolution, Adaptation, Precision, and Sparsity6.Phoneme-guided TTS augmentation for ASR: A unified pipeline and multilingual evaluation7.Design of the IBM Granite 5.0 TurboCTC ASR Model8.Multi-Dimensional Prosody Judgment For Live Streaming Speech Synthesis9.Beyond the Stability--Plasticity Frontier in Streaming Target Speaker Extraction10.Adapting Kokoro-82M to Bengali: A Teacher-Forced Fine-Tuning Recipe for a Text-to-Speech Model Released Without Training Code11.Adapting Kokoro-82M to Bengali: A Teacher-Forced Fine-Tuning Recipe for a Text-to-Speech Model Released Without Training Code12.Encoder Awakening via Adapters: Effective Domain-Adaptive Fine-tuning of Speech-LLMs13.Look Less, Hear Better: Jointly Rewarded GRPO for Streaming ASR14.Multi-Teacher Distillation for Cross-Domain Streaming Electrolaryngeal Speech Encoding15.HearInContext: A Benchmark for Implicit Context in Speech Recognition16.A Probe Shift Is Not a Fairness Fix: The Limits of Representation Steering in Speech Models17.T-SANDHI: Tone Sandhi-aware Adaptive Network with Decoupled Hybrid Injection for Low-resource Taiwanese Hokkien Speech Recognition18.Efficient and Robust Speaker Diarization via Structured Pruning of Self-Supervised Models19.Align, Integrate, and Fire: Efficient Token-Level Alignment for Zero-Shot SpeechLLMs20.REDDIT: Forgetting-Resistant Correction of Timestamp Drift in ASR via Replay-Based Distribution Editing
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