Riva ASR transcript cut off?

Hardware - GPU T4
Hardware - CPU
Operating System - Ubuntu
Riva Version - 1.5.0

Hi, when using the Riva ASR with either CitricNet or Jasper on longer results the transcript returned is cut short. So for example when the VAD does not detect a pause for a long while and the result becomes quite long, the final result returned has a transcript variable the is a cutoff version of the last partial before the final result. Find an example of logs received at the bottom. It appears as if the words array in the final result contains all of the words but the transcript does not. Any ideas as to why this would be? My config is as follows:

let config = Nvidia_Riva_Asr_RecognitionConfig.with {
    $0.encoding = .linearPcm
    $0.sampleRateHertz = Int32(16000)
    $0.languageCode = "en-US"
    $0.maxAlternatives = 1
    $0.enableAutomaticPunctuation = true
    $0.enableWordTimeOffsets = true
}

// Create streaming request with our config
let request = Nvidia_Riva_Asr_StreamingRecognizeRequest.with {
     $0.streamingConfig = Nvidia_Riva_Asr_StreamingRecognitionConfig.with {
     $0.config = config
     $0.interimResults = true
   }
}

Partial {“transcript”: “i want you and mono bano what is your end game for you i keeping the car going straight and i just yelled wake the fuck up and i’m like yelling and he’s not waking up and a few stays go by the tyler in the back seat little bit punches in the head and his test goes to shat do you do did you wake up your bread amusing wake up as we’re going to the highway and like his foot toes goin the gas so we’re like slowly going a little fast now we’re going like eighty or eight and i help my hand on the steel i’m in the pasha is a big car with like consent in the middle so i’m like barely grabbing it and i’m just like hell i don’t think this fox’s gonna wake up and so well how long has this been going on at this point like probably like six or seven sex i mean we’re moving quit okay he’s like literally dead just like okay okay and so is sorry i got a you know my head of my gotta take his put off the gas but the problem is cause here’s a console and everything cosette orto by human”, “words”: [{“endTime”: 65000, “startTime”: 65040, “word”: “i”}, {“endTime”: 65200, “startTime”: 65020, “word”: “want”}, {“endTime”: 65380, “startTime”: 65220, “word”: “you”}, {“endTime”: 65580, “startTime”: 65420, “word”: “and”}, {“endTime”: 66040, “startTime”: 65620, “word”: “mono”}, {“endTime”: 67220, “startTime”: 66080, “word”: “bano”}, {“endTime”: 67400, “startTime”: 67240, “word”: “what”}, {“endTime”: 67520, “startTime”: 67400, “word”: “is”}, {“endTime”: 67700, “startTime”: 67540, “word”: “your”}, {“endTime”: 67940, “startTime”: 67760, “word”: “end”}, {“endTime”: 68160, “startTime”: 67940, “word”: “game”}, {“endTime”: 68340, “startTime”: 68180, “word”: “for”}, {“endTime”: 68420, “startTime”: 68360, “word”: “you”}, {“endTime”: 69160, “startTime”: 68940, “word”: “i”}, {“endTime”: 69500, “startTime”: 69180, “word”: “keeping”}, {“endTime”: 69600, “startTime”: 69540, “word”: “the”}, {“endTime”: 69820, “startTime”: 69620, “word”: “car”}, {“endTime”: 70040, “startTime”: 69820, “word”: “going”}, {“endTime”: 70480, “startTime”: 70100, “word”: “straight”}, {“endTime”: 70700, “startTime”: 70640, “word”: “and”}, {“endTime”: 70820, “startTime”: 70940, “word”: “i”}, {“endTime”: 71080, “startTime”: 70940, “word”: “just”}, {“endTime”: 71620, “startTime”: 71100, “word”: “yelled”}, {“endTime”: 71900, “startTime”: 71660, “word”: “wake”}, {“endTime”: 72060, “startTime”: 71920, “word”: “the”}, {“endTime”: 72420, “startTime”: 72140, “word”: “fuck”}, {“endTime”: 72700, “startTime”: 72460, “word”: “up”}, {“endTime”: 72860, “startTime”: 72740, “word”: “and”}, {“endTime”: 73040, “startTime”: 72900, “word”: “i’m”}, {“endTime”: 73220, “startTime”: 73060, “word”: “like”}, {“endTime”: 73940, “startTime”: 73260, “word”: “yelling”}, {“endTime”: 74100, “startTime”: 73980, “word”: “and”}, {“endTime”: 74320, “startTime”: 74120, “word”: “he’s”}, {“endTime”: 74480, “startTime”: 74340, “word”: “not”}, {“endTime”: 74780, “startTime”: 74500, “word”: “waking”}, {“endTime”: 74880, “startTime”: 74840, “word”: “up”}, {“endTime”: 75100, “startTime”: 75040, “word”: “and”}, {“endTime”: 75220, “startTime”: 75220, “word”: “a”}, {“endTime”: 75400, “startTime”: 75260, “word”: “few”}, {“endTime”: 75640, “startTime”: 75440, “word”: “stays”}, {“endTime”: 75840, “startTime”: 75720, “word”: “go”}, {“endTime”: 75980, “startTime”: 75860, “word”: “by”}, {“endTime”: 76140, “startTime”: 76080, “word”: “the”}, {“endTime”: 76500, “startTime”: 76220, “word”: “tyler”}, {“endTime”: 76540, “startTime”: 76600, “word”: “in”}, {“endTime”: 76660, “startTime”: 76620, “word”: “the”}, {“endTime”: 76860, “startTime”: 76680, “word”: “back”}, {“endTime”: 77120, “startTime”: 76880, “word”: “seat”}, {“endTime”: 77600, “startTime”: 77280, “word”: “little”}, {“endTime”: 77600, “startTime”: 77620, “word”: “bit”}, {“endTime”: 77980, “startTime”: 77620, “word”: “punches”}, {“endTime”: 78060, “startTime”: 77980, “word”: “in”}, {“endTime”: 78160, “startTime”: 78080, “word”: “the”}, {“endTime”: 78460, “startTime”: 78180, “word”: “head”}, {“endTime”: 78720, “startTime”: 78640, “word”: “and”}, {“endTime”: 78720, “startTime”: 78740, “word”: “his”}, {“endTime”: 79100, “startTime”: 78740, “word”: “test”}, {“endTime”: 79480, “startTime”: 79120, “word”: “goes”}, {“endTime”: 79500, “startTime”: 79340, “word”: “to”}, {“endTime”: 84780, “startTime”: 79540, “word”: “shat”}, {“endTime”: 84820, “startTime”: 84740, “word”: “do”}, {“endTime”: 84900, “startTime”: 84860, “word”: “you”}, {“endTime”: 85000, “startTime”: 85240, “word”: “do”}, {“endTime”: 85520, “startTime”: 85240, “word”: “did”}, {“endTime”: 85740, “startTime”: 85440, “word”: “you”}, {“endTime”: 86040, “startTime”: 85760, “word”: “wake”}, {“endTime”: 86060, “startTime”: 85960, “word”: “up”}, {“endTime”: 86260, “startTime”: 86080, “word”: “your”}, {“endTime”: 87460, “startTime”: 86220, “word”: “bread”}, {“endTime”: 89800, “startTime”: 86940, “word”: “amusing”}, {“endTime”: 90040, “startTime”: 89800, “word”: “wake”}, {“endTime”: 90460, “startTime”: 90060, “word”: “up”}, {“endTime”: 90560, “startTime”: 90340, “word”: “as”}, {“endTime”: 90720, “startTime”: 90500, “word”: “we’re”}, {“endTime”: 91140, “startTime”: 90700, “word”: “going”}, {“endTime”: 91140, “startTime”: 91160, “word”: “to”}, {“endTime”: 91260, “startTime”: 91160, “word”: “the”}, {“endTime”: 91880, “startTime”: 91400, “word”: “highway”}, {“endTime”: 91960, “startTime”: 91880, “word”: “and”}, {“endTime”: 92160, “startTime”: 92100, “word”: “like”}, {“endTime”: 92680, “startTime”: 92440, “word”: “his”}, {“endTime”: 92960, “startTime”: 92700, “word”: “foot”}, {“endTime”: 93180, “startTime”: 92900, “word”: “toes”}, {“endTime”: 93480, “startTime”: 93200, “word”: “goin”}, {“endTime”: 93580, “startTime”: 93520, “word”: “the”}, {“endTime”: 93800, “startTime”: 93600, “word”: “gas”}, {“endTime”: 93840, “startTime”: 93860, “word”: “so”}, {“endTime”: 94060, “startTime”: 93880, “word”: “we’re”}, {“endTime”: 94180, “startTime”: 94080, “word”: “like”}, {“endTime”: 94540, “startTime”: 94260, “word”: “slowly”}, {“endTime”: 94740, “startTime”: 94560, “word”: “going”}, {“endTime”: 94840, “startTime”: 94800, “word”: “a”}, {“endTime”: 95060, “startTime”: 94840, “word”: “little”}, {“endTime”: 95240, “startTime”: 95060, “word”: “fast”}, {“endTime”: 95480, “startTime”: 95340, “word”: “now”}, {“endTime”: 95660, “startTime”: 95460, “word”: “we’re”}, {“endTime”: 95840, “startTime”: 95640, “word”: “going”}, {“endTime”: 95940, “startTime”: 95900, “word”: “like”}, {“endTime”: 96260, “startTime”: 96040, “word”: “eighty”}, {“endTime”: 96420, “startTime”: 96280, “word”: “or”}, {“endTime”: 99440, “startTime”: 96460, “word”: “eight”}, {“endTime”: 99440, “startTime”: 99220, “word”: “and”}, {“endTime”: 99440, “startTime”: 99500, “word”: “i”}, {“endTime”: 99680, “startTime”: 99480, “word”: “help”}, {“endTime”: 99760, “startTime”: 99660, “word”: “my”}, {“endTime”: 99960, “startTime”: 99800, “word”: “hand”}, {“endTime”: 100080, “startTime”: 99960, “word”: “on”}, {“endTime”: 100160, “startTime”: 100060, “word”: “the”}, {“endTime”: 100540, “startTime”: 100200, “word”: “steel”}, {“endTime”: 100680, “startTime”: 100560, “word”: “i’m”}, {“endTime”: 100780, “startTime”: 100700, “word”: “in”}, {“endTime”: 100860, “startTime”: 100780, “word”: “the”}, {“endTime”: 101280, “startTime”: 100880, “word”: “pasha”}, {“endTime”: 101560, “startTime”: 101420, “word”: “is”}, {“endTime”: 101620, “startTime”: 101720, “word”: “a”}, {“endTime”: 101900, “startTime”: 101700, “word”: “big”}, {“endTime”: 102220, “startTime”: 101920, “word”: “car”}, {“endTime”: 102540, “startTime”: 102360, “word”: “with”}, {“endTime”: 102640, “startTime”: 102560, “word”: “like”}, {“endTime”: 103120, “startTime”: 102760, “word”: “consent”}, {“endTime”: 103180, “startTime”: 103120, “word”: “in”}, {“endTime”: 103260, “startTime”: 103200, “word”: “the”}, {“endTime”: 103460, “startTime”: 103260, “word”: “middle”}, {“endTime”: 103600, “startTime”: 103620, “word”: “so”}, {“endTime”: 103820, “startTime”: 103700, “word”: “i’m”}, {“endTime”: 104200, “startTime”: 103840, “word”: “like”}, {“endTime”: 104800, “startTime”: 104460, “word”: “barely”}, {“endTime”: 105200, “startTime”: 104860, “word”: “grabbing”}, {“endTime”: 105320, “startTime”: 105260, “word”: “it”}, {“endTime”: 105800, “startTime”: 105740, “word”: “and”}, {“endTime”: 106060, “startTime”: 105900, “word”: “i’m”}, {“endTime”: 106180, “startTime”: 106100, “word”: “just”}, {“endTime”: 106480, “startTime”: 106240, “word”: “like”}, {“endTime”: 106880, “startTime”: 106520, “word”: “hell”}, {“endTime”: 106980, “startTime”: 106960, “word”: “i”}, {“endTime”: 107140, “startTime”: 107000, “word”: “don’t”}, {“endTime”: 107300, “startTime”: 107160, “word”: “think”}, {“endTime”: 107440, “startTime”: 107320, “word”: “this”}, {“endTime”: 107820, “startTime”: 107460, “word”: “fox’s”}, {“endTime”: 108040, “startTime”: 107820, “word”: “gonna”}, {“endTime”: 108220, “startTime”: 108040, “word”: “wake”}, {“endTime”: 108700, “startTime”: 108260, “word”: “up”}, {“endTime”: 108920, “startTime”: 108740, “word”: “and”}, {“endTime”: 109400, “startTime”: 108940, “word”: “so”}, {“endTime”: 109600, “startTime”: 109420, “word”: “well”}, {“endTime”: 109760, “startTime”: 109620, “word”: “how”}, {“endTime”: 109960, “startTime”: 109780, “word”: “long”}, {“endTime”: 110140, “startTime”: 110000, “word”: “has”}, {“endTime”: 110340, “startTime”: 110160, “word”: “this”}, {“endTime”: 110520, “startTime”: 110360, “word”: “been”}, {“endTime”: 110700, “startTime”: 110540, “word”: “going”}, {“endTime”: 110800, “startTime”: 110760, “word”: “on”}, {“endTime”: 110960, “startTime”: 110900, “word”: “at”}, {“endTime”: 111100, “startTime”: 110980, “word”: “this”}, {“endTime”: 111500, “startTime”: 111120, “word”: “point”}, {“endTime”: 111620, “startTime”: 111520, “word”: “like”}, {“endTime”: 111920, “startTime”: 111640, “word”: “probably”}, {“endTime”: 112040, “startTime”: 112000, “word”: “like”}, {“endTime”: 112300, “startTime”: 112120, “word”: “six”}, {“endTime”: 112380, “startTime”: 112360, “word”: “or”}, {“endTime”: 112660, “startTime”: 112420, “word”: “seven”}, {“endTime”: 112880, “startTime”: 112660, “word”: “sex”}, {“endTime”: 112960, “startTime”: 112980, “word”: “i”}, {“endTime”: 113080, “startTime”: 112980, “word”: “mean”}, {“endTime”: 113260, “startTime”: 113100, “word”: “we’re”}, {“endTime”: 113640, “startTime”: 113260, “word”: “moving”}, {“endTime”: 113920, “startTime”: 113660, “word”: “quit”}, {“endTime”: 114260, “startTime”: 113940, “word”: “okay”}, {“endTime”: 114500, “startTime”: 114280, “word”: “he’s”}, {“endTime”: 114600, “startTime”: 114520, “word”: “like”}, {“endTime”: 115080, “startTime”: 114720, “word”: “literally”}, {“endTime”: 115420, “startTime”: 115100, “word”: “dead”}, {“endTime”: 115880, “startTime”: 115700, “word”: “just”}, {“endTime”: 116040, “startTime”: 115900, “word”: “like”}, {“endTime”: 116260, “startTime”: 116080, “word”: “okay”}, {“endTime”: 117120, “startTime”: 116300, “word”: “okay”}, {“endTime”: 117340, “startTime”: 117160, “word”: “and”}, {“endTime”: 118620, “startTime”: 117360, “word”: “so”}, {“endTime”: 118780, “startTime”: 118660, “word”: “is”}, {“endTime”: 119020, “startTime”: 118800, “word”: “sorry”}, {“endTime”: 119120, “startTime”: 119180, “word”: “i”}, {“endTime”: 119340, “startTime”: 119140, “word”: “got”}, {“endTime”: 119500, “startTime”: 119540, “word”: “a”}, {“endTime”: 119600, “startTime”: 119540, “word”: “you”}, {“endTime”: 119720, “startTime”: 119840, “word”: “know”}, {“endTime”: 119940, “startTime”: 119860, “word”: “my”}, {“endTime”: 120180, “startTime”: 119960, “word”: “head”}, {“endTime”: 120180, “startTime”: 120100, “word”: “of”}, {“endTime”: 120340, “startTime”: 120200, “word”: “my”}, {“endTime”: 120640, “startTime”: 120420, “word”: “gotta”}, {“endTime”: 120900, “startTime”: 120760, “word”: “take”}, {“endTime”: 121040, “startTime”: 120920, “word”: “his”}, {“endTime”: 121200, “startTime”: 121040, “word”: “put”}, {“endTime”: 121340, “startTime”: 121220, “word”: “off”}, {“endTime”: 121440, “startTime”: 121420, “word”: “the”}, {“endTime”: 121680, “startTime”: 121460, “word”: “gas”}, {“endTime”: 121840, “startTime”: 121700, “word”: “but”}, {“endTime”: 121920, “startTime”: 121840, “word”: “the”}, {“endTime”: 122180, “startTime”: 121940, “word”: “problem”}, {“endTime”: 122260, “startTime”: 122180, “word”: “is”}, {“endTime”: 122440, “startTime”: 122320, “word”: “cause”}, {“endTime”: 122660, “startTime”: 122480, “word”: “here’s”}, {“endTime”: 122740, “startTime”: 122740, “word”: “a”}, {“endTime”: 123160, “startTime”: 122760, “word”: “console”}, {“endTime”: 123260, “startTime”: 123160, “word”: “and”}, {“endTime”: 123760, “startTime”: 123300, “word”: “everything”}, {“endTime”: 125820, “startTime”: 123780, “word”: “cosette”}, {“endTime”: 125820, “startTime”: 124960, “word”: “orto”}, {“endTime”: 125820, “startTime”: 125600, “word”: “by”}, {“endTime”: 126060, “startTime”: 125860, “word”: “human”}]}

Final {“confidence”: -839.4455, “transcript”: "I want you and mono bano. What is your end game for you? I, keeping the car going straight and I just yelled, Wake the fuck up and I’m like yelling and he’s not waking up and a few stays go by the Tyler in the back seat. Little bit punches in the head and his test goes to shat. Do you do? Did you wake up your bread amusing? Wake up as we’re going to the highway and like his foot toes goin the gas, So we’re like slowly going a little fast. Now we’re going like 80 or eight and I help my hand on the steel. I’m in the ", “words”: [{“endTime”: 65000, “startTime”: 65040, “word”: “i”}, {“endTime”: 65200, “startTime”: 65020, “word”: “want”}, {“endTime”: 65380, “startTime”: 65220, “word”: “you”}, {“endTime”: 65580, “startTime”: 65420, “word”: “and”}, {“endTime”: 66040, “startTime”: 65620, “word”: “mono”}, {“endTime”: 67220, “startTime”: 66080, “word”: “bano”}, {“endTime”: 67400, “startTime”: 67240, “word”: “what”}, {“endTime”: 67520, “startTime”: 67400, “word”: “is”}, {“endTime”: 67700, “startTime”: 67540, “word”: “your”}, {“endTime”: 67940, “startTime”: 67760, “word”: “end”}, {“endTime”: 68160, “startTime”: 67940, “word”: “game”}, {“endTime”: 68340, “startTime”: 68180, “word”: “for”}, {“endTime”: 68420, “startTime”: 68360, “word”: “you”}, {“endTime”: 69160, “startTime”: 68940, “word”: “i”}, {“endTime”: 69500, “startTime”: 69180, “word”: “keeping”}, {“endTime”: 69600, “startTime”: 69540, “word”: “the”}, {“endTime”: 69820, “startTime”: 69620, “word”: “car”}, {“endTime”: 70040, “startTime”: 69820, “word”: “going”}, {“endTime”: 70480, “startTime”: 70100, “word”: “straight”}, {“endTime”: 70700, “startTime”: 70640, “word”: “and”}, {“endTime”: 70820, “startTime”: 70940, “word”: “i”}, {“endTime”: 71080, “startTime”: 70940, “word”: “just”}, {“endTime”: 71620, “startTime”: 71100, “word”: “yelled”}, {“endTime”: 71900, “startTime”: 71660, “word”: “wake”}, {“endTime”: 72060, “startTime”: 71920, “word”: “the”}, {“endTime”: 72420, “startTime”: 72140, “word”: “fuck”}, {“endTime”: 72700, “startTime”: 72460, “word”: “up”}, {“endTime”: 72860, “startTime”: 72740, “word”: “and”}, {“endTime”: 73040, “startTime”: 72900, “word”: “i’m”}, {“endTime”: 73220, “startTime”: 73060, “word”: “like”}, {“endTime”: 73940, “startTime”: 73260, “word”: “yelling”}, {“endTime”: 74100, “startTime”: 73980, “word”: “and”}, {“endTime”: 74320, “startTime”: 74120, “word”: “he’s”}, {“endTime”: 74480, “startTime”: 74340, “word”: “not”}, {“endTime”: 74780, “startTime”: 74500, “word”: “waking”}, {“endTime”: 74880, “startTime”: 74840, “word”: “up”}, {“endTime”: 75100, “startTime”: 75040, “word”: “and”}, {“endTime”: 75220, “startTime”: 75220, “word”: “a”}, {“endTime”: 75400, “startTime”: 75260, “word”: “few”}, {“endTime”: 75640, “startTime”: 75440, “word”: “stays”}, {“endTime”: 75840, “startTime”: 75720, “word”: “go”}, {“endTime”: 75980, “startTime”: 75860, “word”: “by”}, {“endTime”: 76140, “startTime”: 76080, “word”: “the”}, {“endTime”: 76500, “startTime”: 76220, “word”: “tyler”}, {“endTime”: 76540, “startTime”: 76600, “word”: “in”}, {“endTime”: 76660, “startTime”: 76620, “word”: “the”}, {“endTime”: 76860, “startTime”: 76680, “word”: “back”}, {“endTime”: 77120, “startTime”: 76880, “word”: “seat”}, {“endTime”: 77600, “startTime”: 77280, “word”: “little”}, {“endTime”: 77600, “startTime”: 77620, “word”: “bit”}, {“endTime”: 77980, “startTime”: 77620, “word”: “punches”}, {“endTime”: 78060, “startTime”: 77980, “word”: “in”}, {“endTime”: 78160, “startTime”: 78080, “word”: “the”}, {“endTime”: 78460, 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2 Likes

Hi @kapps111 ,
Can you please share your model with us.
Thanks!

Hi @AakankshaS, for the logs I was using the pretrained Jasper model that can be found on the NGC website

@AakankshaS, here are some steps to reproduce my environment:

Get the rmir punctuation model

download_ngc_models nvidia/riva/rmir_nlp_punctuation_bert_base:1.5.0-beta

Get the jasper riva model:

ngc registry model download-version "nvidia/tao/speechtotext_english_jasper:trainable_v1.2"

Build the jasper model:

riva-build speech_recognition /data/rmir/speechtotext_english_jasper.rmir /data/generated/speechtotext_english_jasper.riva --name=jarvis --decoding_language_model_arpa=../../data/generated/3-gram.pruned.3e-7.arpa --decoder_type=os2s --vad.vad_start_history=300 --vad.vad_start_th=0.2  --vad.vad_stop_history=1200 --vad.vad_stop_th=0.98

Move the model into a rmir folder and run the riva_init script from the quickstart with use existing as true

@AakankshaS Hi, did you have some time to look into this? I’m also having the same problem when using the pre-trained citrinet model.

Hi ,
Can you please try with punctuation disabled and let us know?

I have this issue too, where the final word array has much more contents than the final transcript. I tried your suggestion to disable the puctuations, and I did get all words back in the full transcript.

By comparing the transcripts with and without puctuations for my data set, it seems that about 20% of recordings have this “cutoff” issue, and the potion of the “cutoff” ranges from 10% to 80%.

How can we avoid this “cutoff” issue with puctuations?

My environment:
Hardware - GPU Tesla V100
Operating System - Ubuntu
Jarvis Version - 1.3.0_beta

Thanks.

Hi @jim210
Currently this is a known limitation caused by the punctuation model and that we are working on a fix for the same.
In the interim, you can disable the punctuation model by not deploying it or disabling it in your requests. This will ensure the full ASR output is returned.
Please stay tuned for the updates.
Thanks

@AakankshaS @NVES_R @rleary

Transcripts are still getting cut off in the latest release. is there any suitable workaround where we don’t have to give up punctuation to be able to get a complete transcript?

Hi @ShantanuNair,

Yes this is still a current limitation, but it is being actively worked on and expect a solution in an upcoming release.

Thanks for your patience.

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Awesome thank you so much for your prompt reply!

@rleary

I’m noticing now with 1.10b that this issue pops up for transcripts from offline speech recognition pipelines. If I run a 10 minute transcription on a citrinet pipeline, it only returns the few sentences of final transcript.