StreamAlign: Streaming Text-Aligned Speech Tokenization

Speech Reconstruction

Sample Ground Truth Streaming, text-aligned Non-streaming Streaming Text-informed
StreamAlign (Ours) SpeechTokenizer WavTokenizer Mimi MagiCodec Qwen3-TTS TASTE TaDiCodec
Sample 1
Three seconds before the arrival of J. B. Hobson's letter, I no more dreamed of chasing the unicorn than of trying for the Northwest Passage.
Sample 2
What do you mean? inquired Louis.
Sample 3
Don't I though, I'm so sorry to hear it, how did her son turn out?
Sample 4
I have a letter here, Mister Soames, which I wrote to you early this morning in the middle of a restless night.
Sample 5
Oh my Lord, cried Miss Woodley with a most forcible accent, you are the last person on earth she would pardon me for entrusting.

Speech Continuation

Sample Prompt StreamAlign-SLM (Ours)
Llama-3.2 1B
ASR + LLM + TTS
Llama-3.2 1B
Spoken Language Model Baselines
TWIST
OPT 1.3B
TWIST
Llama 7B
SpiRit-LM
Llama-2 7B
SpiRit-LM (expr.)
Llama-2 7B
TASLM
Llama-3.2 1B
Sample 1
“there is no enchantment nor charm there”
Sample 2
“Did you ever have such a lordly guest before?”
Sample 3
“you stick to that said beer radiant with delight”
Sample 4
“I do not know.”
Sample 5
“She gathered up her reins.”