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Adding support for Gan.AI ASR on leaderboard #72

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11 changes: 11 additions & 0 deletions api/run_api.sh
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Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,7 @@ export OPENAI_API_KEY="your_api_key"
export ASSEMBLYAI_API_KEY="your_api_key"
export ELEVENLABS_API_KEY="your_api_key"
export REVAI_API_KEY="your_api_key"
export GANAI_API_KEY="your_api_key"

MODEL_IDs=(
"openai/gpt-4o-transcribe"
Expand All @@ -16,8 +17,10 @@ MODEL_IDs=(
"revai/machine" # please use --use_url=True
"revai/fusion" # please use --use_url=True
"speechmatics/enhanced"
"ganai/asr-v1" # please use --num_workers=5
)


num_models=${#MODEL_IDs[@]}

for (( i=0; i<${num_models}; i++ ));
Expand All @@ -27,48 +30,56 @@ do
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="ami" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="earnings22" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="gigaspeech" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path "hf-audio/esb-datasets-test-only-sorted" \
--dataset "librispeech" \
--split "test.clean" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path "hf-audio/esb-datasets-test-only-sorted" \
--dataset "librispeech" \
--split "test.other" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="spgispeech" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="tedlium" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

python run_eval.py \
--dataset_path="hf-audio/esb-datasets-test-only-sorted" \
--dataset="voxpopuli" \
--split="test" \
--max_workers=5 \
--model_name ${MODEL_ID}

# Evaluate results
Expand Down
30 changes: 28 additions & 2 deletions api/run_eval.py
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Original file line number Diff line number Diff line change
Expand Up @@ -173,6 +173,32 @@ def transcribe_with_retry(
f"AssemblyAI transcription error: {transcript.error}"
)
return transcript.text

elif model_name.startswith("ganai/"):
url = 'https://os.gan.ai/v1/asr/transcribe'
if use_url:
ganai_api_key = os.getenv("GANAI_API_KEY")
headers = {
'accept': 'application/json',
'ganos-api-key': ganai_api_key,
'Content-Type': 'application/json'
}

data = {"input_audio_url": sample['row']['audio'][0]['src']}
response = requests.post(url, headers=headers, json=data)
response = response.json()
else:
url = 'https://os.gan.ai/v1/asr/transcribe'
headers = {
'accept': 'application/json',
'ganos-api-key': 'Zrcn3NKDmQu8v6WIWG0X1eShZV_Q-adtSALJM8p5'
}
with open(audio_file_path, 'rb') as f:
files = {'input_audio_file': f}
response = requests.post(url, headers=headers, files=files)
response = response.json()

return response['results']['channels'][0]['transcript']

elif model_name.startswith("openai/"):
if use_url:
Expand Down Expand Up @@ -259,7 +285,7 @@ def transcribe_with_retry(

else:
raise ValueError(
"Invalid model prefix, must start with 'assembly/', 'openai/', 'elevenlabs/' or 'revai/'"
"Invalid model prefix, must start with 'assembly/', 'openai/', 'elevenlabs/', 'ganai/' or 'revai/'"
)

except Exception as e:
Expand Down Expand Up @@ -416,7 +442,7 @@ def process_sample(sample):
parser.add_argument(
"--model_name",
required=True,
help="Prefix model name with 'assembly/', 'openai/', 'elevenlabs/', 'revai/', or 'speechmatics/'",
help="Prefix model name with 'assembly/', 'openai/', 'elevenlabs/', 'revai/', 'ganai/' or 'speechmatics/'",
)
parser.add_argument("--max_samples", type=int, default=None)
parser.add_argument(
Expand Down