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Transformers

10,397 papers

Papers per year

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Papers

Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models INTERSPEECH 2024
Centroid Estimation with Transformer-Based Speaker Embedder for Robust Target Speaker Extraction INTERSPEECH 2024
Knowledge Distillation from Self-Supervised Representation Learning Model with Discrete Speech Units for Any-to-Any Streaming Voice Conversion INTERSPEECH 2024
SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models INTERSPEECH 2024
TacoLM: GaTed Attention Equipped Codec Language Model are Efficient Zero-Shot Text to Speech Synthesizers INTERSPEECH 2024
Learning from Back Chunks: Acquiring More Future Knowledge for Streaming ASR Models via Self Distillation INTERSPEECH 2024
Decoder-only Architecture for Streaming End-to-end Speech Recognition INTERSPEECH 2024
Streaming Decoder-Only Automatic Speech Recognition with Discrete Speech Units: A Pilot Study INTERSPEECH 2024
Improving Streaming Speech Recognition With Time-Shifted Contextual Attention And Dynamic Right Context Masking INTERSPEECH 2024
Simul-Whisper: Attention-Guided Streaming Whisper with Truncation Detection INTERSPEECH 2024
Revisiting Convolution-free Transformer for Speech Recognition INTERSPEECH 2024
Guiding Frame-Level CTC Alignments Using Self-knowledge Distillation INTERSPEECH 2024
Are Articulatory Feature Overlaps Shrouded in Speech Embeddings? INTERSPEECH 2024
Outlier Reduction with Gated Attention for Improved Post-training Quantization in Large Sequence-to-sequence Speech Foundation Models INTERSPEECH 2024
Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System INTERSPEECH 2024
LoRA-MER: Low-Rank Adaptation of Pre-Trained Speech Models for Multimodal Emotion Recognition Using Mutual Information INTERSPEECH 2024
FastAST: Accelerating Audio Spectrogram Transformer via Token Merging and Cross-Model Knowledge Distillation INTERSPEECH 2024
LungAdapter: Efficient Adapting Audio Spectrogram Transformer for Lung Sound Classification INTERSPEECH 2024
ElasticAST: An Audio Spectrogram Transformer for All Length and Resolutions INTERSPEECH 2024
Trained Transformers Learn Linear Models In-Context JMLR 2024
White-Box Transformers via Sparse Rate Reduction: Compression Is All There Is? JMLR 2024
KerasCV and KerasNLP: Multi-framework Models JMLR 2024
Can a transformer represent a Kalman filter? L4DC 2024
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation NAACL 2024
In-context Learning and Gradient Descent Revisited NAACL 2024