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0041cfd | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 | """STT provider adapters.
Every adapter takes WAV bytes and returns a transcript string. Add a vendor by
writing one function and registering it in PROVIDERS -- or skip that entirely
and use --provider http with --endpoint / --response-path.
API keys are read from an environment variable, never from argv, so they do not
end up in shell history or in the run manifest.
"""
from __future__ import annotations
import json
import os
import time
from typing import Any, Callable
import requests
DEFAULT_TIMEOUT = 120
class ProviderError(RuntimeError):
pass
def _dig(payload: Any, path: str) -> str:
"""Pull a transcript out of a JSON body with a dotted path.
Supports list indices: results.channels.0.alternatives.0.transcript
"""
node = payload
for part in path.split("."):
if part == "":
continue
if isinstance(node, list):
try:
node = node[int(part)]
except (ValueError, IndexError) as exc:
raise ProviderError(f"bad response path '{path}' at '{part}': {exc}")
elif isinstance(node, dict):
if part not in node:
raise ProviderError(
f"bad response path '{path}': key '{part}' missing. "
f"Available: {list(node)[:12]}"
)
node = node[part]
else:
raise ProviderError(f"bad response path '{path}': cannot descend into {type(node)}")
if node is None:
return ""
return str(node)
def _key(cfg: dict) -> str:
env = cfg["api_key_env"]
value = os.environ.get(env, "")
if not value:
raise ProviderError(f"environment variable {env} is empty -- export your API key first")
return value
# ---------------------------------------------------------------- vendors --
def deepgram(audio: bytes, cfg: dict) -> str:
params = {"model": cfg["opts"].get("model", "nova-3")}
for k, v in cfg["opts"].items():
if k != "model":
params[k] = v
resp = requests.post(
cfg["opts"].get("endpoint", "https://api.deepgram.com/v1/listen"),
params=params,
headers={"Authorization": f"Token {_key(cfg)}", "Content-Type": "audio/wav"},
data=audio,
timeout=cfg["timeout"],
)
_raise(resp)
return _dig(resp.json(), "results.channels.0.alternatives.0.transcript")
def openai(audio: bytes, cfg: dict) -> str:
data = {"model": cfg["opts"].get("model", "gpt-4o-transcribe"), "response_format": "json"}
if "language" in cfg["opts"]:
data["language"] = cfg["opts"]["language"]
resp = requests.post(
cfg["opts"].get("endpoint", "https://api.openai.com/v1/audio/transcriptions"),
headers={"Authorization": f"Bearer {_key(cfg)}"},
files={"file": ("clip.wav", audio, "audio/wav")},
data=data,
timeout=cfg["timeout"],
)
_raise(resp)
return _dig(resp.json(), "text")
def elevenlabs(audio: bytes, cfg: dict) -> str:
resp = requests.post(
cfg["opts"].get("endpoint", "https://api.elevenlabs.io/v1/speech-to-text"),
headers={"xi-api-key": _key(cfg)},
files={"file": ("clip.wav", audio, "audio/wav")},
data={"model_id": cfg["opts"].get("model", "scribe_v1")},
timeout=cfg["timeout"],
)
_raise(resp)
return _dig(resp.json(), "text")
def http(audio: bytes, cfg: dict) -> str:
"""Generic adapter for any endpoint that takes audio and returns JSON.
--send body raw bytes in the request body (default)
--send multipart multipart/form-data under --field-name
"""
endpoint = cfg["opts"].get("endpoint") or cfg.get("endpoint")
if not endpoint:
raise ProviderError("--provider http requires --endpoint")
headers: dict[str, str] = {}
if cfg.get("api_key_env") and os.environ.get(cfg["api_key_env"]):
template = cfg["opts"].get("auth_header", "Authorization: Bearer {key}")
name, _, value = template.partition(":")
headers[name.strip()] = value.strip().format(key=_key(cfg))
for raw in cfg["opts"].get("header", []) if isinstance(cfg["opts"].get("header"), list) else []:
name, _, value = raw.partition(":")
headers[name.strip()] = value.strip()
if cfg["opts"].get("send", "body") == "multipart":
resp = requests.post(
endpoint,
headers=headers,
files={cfg["opts"].get("field_name", "file"): ("clip.wav", audio, "audio/wav")},
timeout=cfg["timeout"],
)
else:
headers.setdefault("Content-Type", cfg["opts"].get("content_type", "audio/wav"))
resp = requests.post(endpoint, headers=headers, data=audio, timeout=cfg["timeout"])
_raise(resp)
body = resp.text.strip()
path = cfg["opts"].get("response_path", "text")
if path in ("", "-", "raw"):
return body
try:
return _dig(json.loads(body), path)
except json.JSONDecodeError:
raise ProviderError(f"response was not JSON (first 200 chars): {body[:200]}")
def mock(audio: bytes, cfg: dict) -> str:
"""Offline provider for testing the harness itself. Reads transcripts from a
JSON file mapping clip id -> transcript, supplied as --provider-opt file=...
Selected per clip by run_benchmark via cfg['clip_id']."""
path = cfg["opts"].get("file")
if not path:
raise ProviderError("--provider mock requires --provider-opt file=<hyps.json>")
with open(path) as fh:
table = json.load(fh)
return table.get(cfg.get("clip_id", ""), "")
PROVIDERS: dict[str, Callable[[bytes, dict], str]] = {
"deepgram": deepgram,
"openai": openai,
"elevenlabs": elevenlabs,
"http": http,
"mock": mock,
}
def _raise(resp: "requests.Response") -> None:
if resp.status_code >= 400:
raise ProviderError(f"HTTP {resp.status_code}: {resp.text[:300]}")
def transcribe(audio: bytes, cfg: dict, retries: int = 3, backoff: float = 2.0) -> str:
fn = PROVIDERS.get(cfg["provider"])
if fn is None:
raise ProviderError(f"unknown provider '{cfg['provider']}'. Known: {list(PROVIDERS)}")
last: Exception | None = None
for attempt in range(retries):
try:
return fn(audio, cfg)
except ProviderError as exc:
message = str(exc)
# Auth and request-shape errors will not fix themselves.
if any(code in message for code in ("HTTP 401", "HTTP 403", "HTTP 400")) or "environment variable" in message:
raise
last = exc
except requests.RequestException as exc:
last = exc
if attempt < retries - 1:
time.sleep(backoff * (2**attempt))
raise ProviderError(f"failed after {retries} attempts: {last}")
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