Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition.
Yu YuChao-Han Huck YangJari KolehmainenPrashanth Gurunath ShivakumarYile GuSungho Ryu Roger RenQi LuoAditya GouravI-Fan ChenYi-Chieh LiuTuan DinhAnkur GandheDenis FilimonovShalini GhoshAndreas StolckeAriya RastrowIvan BulykoPublished in: ASRU (2023)
Keyphrases
- speech recognition
- language model
- low rank
- language modeling
- n gram
- automatic speech recognition
- information retrieval
- probabilistic model
- document retrieval
- hidden markov models
- word error rate
- speaker adaptation
- speech signal
- matrix factorization
- retrieval model
- linear combination
- missing data
- pattern recognition
- test collection
- query expansion
- convex optimization
- handwriting recognition
- query terms
- mixture model
- semi supervised
- singular value decomposition
- high dimensional data
- least squares
- neural network
- higher order
- relevance feedback