recurrent neural network transducer

Knowledge Distillation Method for Pruned RNN-T Models via Pruning Bounds Sharing and Losses Confusion Interspeech 2025 WIND: Accelerated RNN-T Decoding with Windowed Inference for Non-blank Detection Interspeech 2025 ASTRA: Aligning Speech and Text Representations for Asr without Sampling Interspeech 2024 Investigating the Effect of Label Topology and Training Criterion on ASR Performance and Alignment Quality Interspeech 2024 Massive End-to-end Speech Recognition Models with Time Reduction NAACL 2024 On the Success and Limitations of Auxiliary Network Based Word-Level End-to-End Neural Speaker Diarization Interspeech 2024 USM RNN-T model weights binarization Interspeech 2024 4D ASR: Joint modeling of CTC, Attention, Transducer, and Mask-Predict decoders Interspeech 2023 BAT: Boundary aware transducer for memory-efficient and low-latency ASR Interspeech 2023 Cascaded encoders for fine-tuning ASR models on overlapped speech Interspeech 2023 Improving RNN-Transducers with Acoustic LookAhead Interspeech 2023 In-Situ Text-Only Adaptation of Speech Models with Low-Overhead Speech Imputations ICLR 2023 Prefix Search Decoding for RNN Transducers Interspeech 2023 Revisiting the Entropy Semiring for Neural Speech Recognition ICLR 2023 Accelerating Inference and Language Model Fusion of Recurrent Neural Network Transducers via End-to-End 4-bit Quantization Interspeech 2022 Bring dialogue-context into RNN-T for streaming ASR Interspeech 2022 ConvRNN-T: Convolutional Augmented Recurrent Neural Network Transducers for Streaming Speech Recognition Interspeech 2022 E2E Segmenter: Joint Segmenting and Decoding for Long-Form ASR Interspeech 2022 Extending RNN-T-based speech recognition systems with emotion and language classification Interspeech 2022 Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing Interspeech 2022 Knowledge Distillation via Module Replacing for Automatic Speech Recognition with Recurrent Neural Network Transducer Interspeech 2022 Memory-Efficient Training of RNN-Transducer with Sampled Softmax Interspeech 2022 Minimum latency training of sequence transducers for streaming end-to-end speech recognition Interspeech 2022 Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural Transducer Interspeech 2022 Partitioned Gradient Matching-based Data Subset Selection for Compute-Efficient Robust ASR Training EMNLP 2022